diff --git a/.astro/settings.json b/.astro/settings.json
index 166c25ab1..76d2425cb 100644
--- a/.astro/settings.json
+++ b/.astro/settings.json
@@ -3,6 +3,6 @@
 		"enabled": false
 	},
 	"_variables": {
-		"lastUpdateCheck": 1723501110773
+		"lastUpdateCheck": 1723855511353
 	}
 }
\ No newline at end of file
diff --git a/.github/ISSUE_TEMPLATE/config.yml b/.github/ISSUE_TEMPLATE/config.yml
index c4eead132..197291f6d 100644
--- a/.github/ISSUE_TEMPLATE/config.yml
+++ b/.github/ISSUE_TEMPLATE/config.yml
@@ -1,14 +1,14 @@
 blank_issues_enabled: false
 contact_links:
   - name: ✋ ​ ​Roadmap Request
-    url: https://discord.gg/ZrSpJ8zH
+    url: https://roadmap.sh/discord
     about: Please do not open issues with roadmap requests, hop onto the discord server for that.
   - name: 📝 ​ ​Typo or Grammatical Mistake
     url: https://github.com/kamranahmedse/developer-roadmap/tree/master/src/data
     about: Please submit a pull request instead of reporting it as an issue.
   - name: 💬 ​ ​Chat on Discord
-    url: https://discord.gg/ZrSpJ8zH
+    url: https://roadmap.sh/discord
     about: Join the community on our Discord server.
   - name: 🤝 ​ ​Guidance
-    url: https://discord.gg/ZrSpJ8zH
+    url: https://roadmap.sh/discord
     about: Join the community in our Discord server.
diff --git a/contributing.md b/contributing.md
index 164e9ac2b..66ca738d9 100644
--- a/contributing.md
+++ b/contributing.md
@@ -27,6 +27,24 @@ For the existing roadmaps, please follow the details listed for the nature of co
 
 If you have a project idea that you think we should add to the roadmap, feel free to open an issue with as much details about the project as possible and the roadmap you think it should be added to.
 
+The detailed format for issue should be as follows:
+
+```
+## What is this project about?
+
+(Add introduction to the project)
+
+## Skills this Project Covers
+
+(Comma separated list of skills e.g. Programming Knowledge, Database,)
+
+## Requirements
+
+( Detailed list of requirements, i.e. input, output, an hints to help build this etc)
+```
+
+Have a look at this project to get an idea of [what we are looking for](https://roadmap.sh/projects/github-user-activity).
+
 ## Adding Content
 
 Find [the content directory inside the relevant roadmap](https://github.com/kamranahmedse/developer-roadmap/tree/master/src/data/roadmaps). Please keep the following guidelines in mind when submitting content:
diff --git a/package-lock.json b/package-lock.json
index 8bd87ca84..edfa07c9d 100644
--- a/package-lock.json
+++ b/package-lock.json
@@ -9,66 +9,68 @@
       "version": "1.0.0",
       "dependencies": {
         "@astrojs/node": "^8.3.2",
-        "@astrojs/react": "^3.6.0",
+        "@astrojs/react": "^3.6.1",
         "@astrojs/sitemap": "^3.1.6",
         "@astrojs/tailwind": "^5.1.0",
-        "@fingerprintjs/fingerprintjs": "^4.4.1",
+        "@fingerprintjs/fingerprintjs": "^4.4.3",
         "@nanostores/react": "^0.7.2",
         "@napi-rs/image": "^1.9.2",
         "@resvg/resvg-js": "^2.6.2",
         "@types/react": "^18.3.3",
         "@types/react-dom": "^18.3.0",
-        "astro": "^4.11.3",
+        "astro": "^4.13.0",
         "clsx": "^2.1.1",
-        "dayjs": "^1.11.11",
+        "dayjs": "^1.11.12",
         "dom-to-image": "^2.6.0",
         "dracula-prism": "^2.1.16",
         "gray-matter": "^4.0.3",
         "htm": "^3.1.1",
         "image-size": "^1.1.1",
-        "jose": "^5.6.2",
+        "jose": "^5.6.3",
         "js-cookie": "^3.0.5",
-        "lucide-react": "^0.399.0",
+        "lucide-react": "^0.419.0",
         "nanoid": "^5.0.7",
         "nanostores": "^0.10.3",
         "node-html-parser": "^6.1.13",
-        "npm-check-updates": "^16.14.20",
-        "playwright": "^1.45.0",
+        "npm-check-updates": "^17.0.0",
+        "playwright": "^1.45.3",
         "prismjs": "^1.29.0",
         "react": "^18.3.1",
         "react-calendar-heatmap": "^1.9.0",
         "react-confetti": "^6.1.0",
         "react-dom": "^18.3.1",
-        "react-tooltip": "^5.27.0",
+        "react-tooltip": "^5.27.1",
         "reactflow": "^11.11.4",
         "rehype-external-links": "^3.0.0",
         "remark-parse": "^11.0.0",
         "roadmap-renderer": "^1.0.6",
-        "satori": "^0.10.13",
+        "satori": "^0.10.14",
         "satori-html": "^0.3.2",
         "sharp": "^0.33.4",
         "slugify": "^1.6.6",
-        "tailwind-merge": "^2.3.0",
-        "tailwindcss": "^3.4.4",
+        "tailwind-merge": "^2.4.0",
+        "tailwindcss": "^3.4.7",
+        "turndown": "^7.2.0",
         "unified": "^11.0.5",
         "zustand": "^4.5.4"
       },
       "devDependencies": {
-        "@playwright/test": "^1.45.0",
+        "@playwright/test": "^1.45.3",
         "@tailwindcss/typography": "^0.5.13",
         "@types/dom-to-image": "^2.6.7",
         "@types/js-cookie": "^3.0.6",
         "@types/prismjs": "^1.26.4",
         "@types/react-calendar-heatmap": "^1.6.7",
+        "@types/turndown": "^5.0.5",
         "csv-parser": "^3.0.0",
         "gh-pages": "^6.1.1",
         "js-yaml": "^4.1.0",
         "markdown-it": "^14.1.0",
-        "openai": "^4.52.2",
-        "prettier": "^3.3.2",
-        "prettier-plugin-astro": "^0.14.0",
+        "openai": "^4.53.2",
+        "prettier": "^3.3.3",
+        "prettier-plugin-astro": "^0.14.1",
         "prettier-plugin-tailwindcss": "^0.6.5",
-        "tsx": "^4.16.0"
+        "tsx": "^4.16.5"
       }
     },
     "node_modules/@alloc/quick-lru": {
@@ -95,9 +97,9 @@
       }
     },
     "node_modules/@astrojs/compiler": {
-      "version": "2.9.2",
-      "resolved": "https://registry.npmjs.org/@astrojs/compiler/-/compiler-2.9.2.tgz",
-      "integrity": "sha512-Vpu0Ffsj8SoV+N0DFHlxxOMKHwSC9059Xy/OlG1t6uFYSoJXxkBC2WyF6igO7x10V+8uJrhOxaXr3nA90kJXow=="
+      "version": "2.10.3",
+      "resolved": "https://registry.npmjs.org/@astrojs/compiler/-/compiler-2.10.3.tgz",
+      "integrity": "sha512-bL/O7YBxsFt55YHU021oL+xz+B/9HvGNId3F9xURN16aeqDK9juHGktdkCSXz+U4nqFACq6ZFvWomOzhV+zfPw=="
     },
     "node_modules/@astrojs/internal-helpers": {
       "version": "0.4.1",
@@ -153,9 +155,9 @@
       }
     },
     "node_modules/@astrojs/react": {
-      "version": "3.6.0",
-      "resolved": "https://registry.npmjs.org/@astrojs/react/-/react-3.6.0.tgz",
-      "integrity": "sha512-YGLxy5jCU9xKG/HAvYsWMcvrQVIhqVe0Sda3Z5UtP32rfXeG6B9J1xQvnx+kRSFTpIrj+7AwPSDSehLbCHJ56w==",
+      "version": "3.6.2",
+      "resolved": "https://registry.npmjs.org/@astrojs/react/-/react-3.6.2.tgz",
+      "integrity": "sha512-fK29lYI7zK/KG4ZBy956x4dmauZcZ18osFkuyGa8r3gmmCQa2NZ9XNu9WaVYEUm0j89f4Gii4tbxLoyM8nk2MA==",
       "dependencies": {
         "@vitejs/plugin-react": "^4.3.1",
         "ultrahtml": "^1.5.3"
@@ -224,28 +226,28 @@
       }
     },
     "node_modules/@babel/compat-data": {
-      "version": "7.24.9",
-      "resolved": "https://registry.npmjs.org/@babel/compat-data/-/compat-data-7.24.9.tgz",
-      "integrity": "sha512-e701mcfApCJqMMueQI0Fb68Amflj83+dvAvHawoBpAz+GDjCIyGHzNwnefjsWJ3xiYAqqiQFoWbspGYBdb2/ng==",
+      "version": "7.25.2",
+      "resolved": "https://registry.npmjs.org/@babel/compat-data/-/compat-data-7.25.2.tgz",
+      "integrity": "sha512-bYcppcpKBvX4znYaPEeFau03bp89ShqNMLs+rmdptMw+heSZh9+z84d2YG+K7cYLbWwzdjtDoW/uqZmPjulClQ==",
       "engines": {
         "node": ">=6.9.0"
       }
     },
     "node_modules/@babel/core": {
-      "version": "7.24.9",
-      "resolved": "https://registry.npmjs.org/@babel/core/-/core-7.24.9.tgz",
-      "integrity": "sha512-5e3FI4Q3M3Pbr21+5xJwCv6ZT6KmGkI0vw3Tozy5ODAQFTIWe37iT8Cr7Ice2Ntb+M3iSKCEWMB1MBgKrW3whg==",
+      "version": "7.25.2",
+      "resolved": "https://registry.npmjs.org/@babel/core/-/core-7.25.2.tgz",
+      "integrity": "sha512-BBt3opiCOxUr9euZ5/ro/Xv8/V7yJ5bjYMqG/C1YAo8MIKAnumZalCN+msbci3Pigy4lIQfPUpfMM27HMGaYEA==",
       "dependencies": {
         "@ampproject/remapping": "^2.2.0",
         "@babel/code-frame": "^7.24.7",
-        "@babel/generator": "^7.24.9",
-        "@babel/helper-compilation-targets": "^7.24.8",
-        "@babel/helper-module-transforms": "^7.24.9",
-        "@babel/helpers": "^7.24.8",
-        "@babel/parser": "^7.24.8",
-        "@babel/template": "^7.24.7",
-        "@babel/traverse": "^7.24.8",
-        "@babel/types": "^7.24.9",
+        "@babel/generator": "^7.25.0",
+        "@babel/helper-compilation-targets": "^7.25.2",
+        "@babel/helper-module-transforms": "^7.25.2",
+        "@babel/helpers": "^7.25.0",
+        "@babel/parser": "^7.25.0",
+        "@babel/template": "^7.25.0",
+        "@babel/traverse": "^7.25.2",
+        "@babel/types": "^7.25.2",
         "convert-source-map": "^2.0.0",
         "debug": "^4.1.0",
         "gensync": "^1.0.0-beta.2",
@@ -261,11 +263,11 @@
       }
     },
     "node_modules/@babel/generator": {
-      "version": "7.24.10",
-      "resolved": "https://registry.npmjs.org/@babel/generator/-/generator-7.24.10.tgz",
-      "integrity": "sha512-o9HBZL1G2129luEUlG1hB4N/nlYNWHnpwlND9eOMclRqqu1YDy2sSYVCFUZwl8I1Gxh+QSRrP2vD7EpUmFVXxg==",
+      "version": "7.25.0",
+      "resolved": "https://registry.npmjs.org/@babel/generator/-/generator-7.25.0.tgz",
+      "integrity": "sha512-3LEEcj3PVW8pW2R1SR1M89g/qrYk/m/mB/tLqn7dn4sbBUQyTqnlod+II2U4dqiGtUmkcnAmkMDralTFZttRiw==",
       "dependencies": {
-        "@babel/types": "^7.24.9",
+        "@babel/types": "^7.25.0",
         "@jridgewell/gen-mapping": "^0.3.5",
         "@jridgewell/trace-mapping": "^0.3.25",
         "jsesc": "^2.5.1"
@@ -286,11 +288,11 @@
       }
     },
     "node_modules/@babel/helper-compilation-targets": {
-      "version": "7.24.8",
-      "resolved": "https://registry.npmjs.org/@babel/helper-compilation-targets/-/helper-compilation-targets-7.24.8.tgz",
-      "integrity": "sha512-oU+UoqCHdp+nWVDkpldqIQL/i/bvAv53tRqLG/s+cOXxe66zOYLU7ar/Xs3LdmBihrUMEUhwu6dMZwbNOYDwvw==",
+      "version": "7.25.2",
+      "resolved": "https://registry.npmjs.org/@babel/helper-compilation-targets/-/helper-compilation-targets-7.25.2.tgz",
+      "integrity": "sha512-U2U5LsSaZ7TAt3cfaymQ8WHh0pxvdHoEk6HVpaexxixjyEquMh0L0YNJNM6CTGKMXV1iksi0iZkGw4AcFkPaaw==",
       "dependencies": {
-        "@babel/compat-data": "^7.24.8",
+        "@babel/compat-data": "^7.25.2",
         "@babel/helper-validator-option": "^7.24.8",
         "browserslist": "^4.23.1",
         "lru-cache": "^5.1.1",
@@ -300,40 +302,6 @@
         "node": ">=6.9.0"
       }
     },
-    "node_modules/@babel/helper-environment-visitor": {
-      "version": "7.24.7",
-      "resolved": "https://registry.npmjs.org/@babel/helper-environment-visitor/-/helper-environment-visitor-7.24.7.tgz",
-      "integrity": "sha512-DoiN84+4Gnd0ncbBOM9AZENV4a5ZiL39HYMyZJGZ/AZEykHYdJw0wW3kdcsh9/Kn+BRXHLkkklZ51ecPKmI1CQ==",
-      "dependencies": {
-        "@babel/types": "^7.24.7"
-      },
-      "engines": {
-        "node": ">=6.9.0"
-      }
-    },
-    "node_modules/@babel/helper-function-name": {
-      "version": "7.24.7",
-      "resolved": "https://registry.npmjs.org/@babel/helper-function-name/-/helper-function-name-7.24.7.tgz",
-      "integrity": "sha512-FyoJTsj/PEUWu1/TYRiXTIHc8lbw+TDYkZuoE43opPS5TrI7MyONBE1oNvfguEXAD9yhQRrVBnXdXzSLQl9XnA==",
-      "dependencies": {
-        "@babel/template": "^7.24.7",
-        "@babel/types": "^7.24.7"
-      },
-      "engines": {
-        "node": ">=6.9.0"
-      }
-    },
-    "node_modules/@babel/helper-hoist-variables": {
-      "version": "7.24.7",
-      "resolved": "https://registry.npmjs.org/@babel/helper-hoist-variables/-/helper-hoist-variables-7.24.7.tgz",
-      "integrity": "sha512-MJJwhkoGy5c4ehfoRyrJ/owKeMl19U54h27YYftT0o2teQ3FJ3nQUf/I3LlJsX4l3qlw7WRXUmiyajvHXoTubQ==",
-      "dependencies": {
-        "@babel/types": "^7.24.7"
-      },
-      "engines": {
-        "node": ">=6.9.0"
-      }
-    },
     "node_modules/@babel/helper-module-imports": {
       "version": "7.24.7",
       "resolved": "https://registry.npmjs.org/@babel/helper-module-imports/-/helper-module-imports-7.24.7.tgz",
@@ -347,15 +315,14 @@
       }
     },
     "node_modules/@babel/helper-module-transforms": {
-      "version": "7.24.9",
-      "resolved": "https://registry.npmjs.org/@babel/helper-module-transforms/-/helper-module-transforms-7.24.9.tgz",
-      "integrity": "sha512-oYbh+rtFKj/HwBQkFlUzvcybzklmVdVV3UU+mN7n2t/q3yGHbuVdNxyFvSBO1tfvjyArpHNcWMAzsSPdyI46hw==",
+      "version": "7.25.2",
+      "resolved": "https://registry.npmjs.org/@babel/helper-module-transforms/-/helper-module-transforms-7.25.2.tgz",
+      "integrity": "sha512-BjyRAbix6j/wv83ftcVJmBt72QtHI56C7JXZoG2xATiLpmoC7dpd8WnkikExHDVPpi/3qCmO6WY1EaXOluiecQ==",
       "dependencies": {
-        "@babel/helper-environment-visitor": "^7.24.7",
         "@babel/helper-module-imports": "^7.24.7",
         "@babel/helper-simple-access": "^7.24.7",
-        "@babel/helper-split-export-declaration": "^7.24.7",
-        "@babel/helper-validator-identifier": "^7.24.7"
+        "@babel/helper-validator-identifier": "^7.24.7",
+        "@babel/traverse": "^7.25.2"
       },
       "engines": {
         "node": ">=6.9.0"
@@ -384,17 +351,6 @@
         "node": ">=6.9.0"
       }
     },
-    "node_modules/@babel/helper-split-export-declaration": {
-      "version": "7.24.7",
-      "resolved": "https://registry.npmjs.org/@babel/helper-split-export-declaration/-/helper-split-export-declaration-7.24.7.tgz",
-      "integrity": "sha512-oy5V7pD+UvfkEATUKvIjvIAH/xCzfsFVw7ygW2SI6NClZzquT+mwdTfgfdbUiceh6iQO0CHtCPsyze/MZ2YbAA==",
-      "dependencies": {
-        "@babel/types": "^7.24.7"
-      },
-      "engines": {
-        "node": ">=6.9.0"
-      }
-    },
     "node_modules/@babel/helper-string-parser": {
       "version": "7.24.8",
       "resolved": "https://registry.npmjs.org/@babel/helper-string-parser/-/helper-string-parser-7.24.8.tgz",
@@ -420,12 +376,12 @@
       }
     },
     "node_modules/@babel/helpers": {
-      "version": "7.24.8",
-      "resolved": "https://registry.npmjs.org/@babel/helpers/-/helpers-7.24.8.tgz",
-      "integrity": "sha512-gV2265Nkcz7weJJfvDoAEVzC1e2OTDpkGbEsebse8koXUJUXPsCMi7sRo/+SPMuMZ9MtUPnGwITTnQnU5YjyaQ==",
+      "version": "7.25.0",
+      "resolved": "https://registry.npmjs.org/@babel/helpers/-/helpers-7.25.0.tgz",
+      "integrity": "sha512-MjgLZ42aCm0oGjJj8CtSM3DB8NOOf8h2l7DCTePJs29u+v7yO/RBX9nShlKMgFnRks/Q4tBAe7Hxnov9VkGwLw==",
       "dependencies": {
-        "@babel/template": "^7.24.7",
-        "@babel/types": "^7.24.8"
+        "@babel/template": "^7.25.0",
+        "@babel/types": "^7.25.0"
       },
       "engines": {
         "node": ">=6.9.0"
@@ -446,9 +402,12 @@
       }
     },
     "node_modules/@babel/parser": {
-      "version": "7.24.8",
-      "resolved": "https://registry.npmjs.org/@babel/parser/-/parser-7.24.8.tgz",
-      "integrity": "sha512-WzfbgXOkGzZiXXCqk43kKwZjzwx4oulxZi3nq2TYL9mOjQv6kYwul9mz6ID36njuL7Xkp6nJEfok848Zj10j/w==",
+      "version": "7.25.3",
+      "resolved": "https://registry.npmjs.org/@babel/parser/-/parser-7.25.3.tgz",
+      "integrity": "sha512-iLTJKDbJ4hMvFPgQwwsVoxtHyWpKKPBrxkANrSYewDPaPpT5py5yeVkgPIJ7XYXhndxJpaA3PyALSXQ7u8e/Dw==",
+      "dependencies": {
+        "@babel/types": "^7.25.2"
+      },
       "bin": {
         "parser": "bin/babel-parser.js"
       },
@@ -471,15 +430,15 @@
       }
     },
     "node_modules/@babel/plugin-transform-react-jsx": {
-      "version": "7.24.7",
-      "resolved": "https://registry.npmjs.org/@babel/plugin-transform-react-jsx/-/plugin-transform-react-jsx-7.24.7.tgz",
-      "integrity": "sha512-+Dj06GDZEFRYvclU6k4bme55GKBEWUmByM/eoKuqg4zTNQHiApWRhQph5fxQB2wAEFvRzL1tOEj1RJ19wJrhoA==",
+      "version": "7.25.2",
+      "resolved": "https://registry.npmjs.org/@babel/plugin-transform-react-jsx/-/plugin-transform-react-jsx-7.25.2.tgz",
+      "integrity": "sha512-KQsqEAVBpU82NM/B/N9j9WOdphom1SZH3R+2V7INrQUH+V9EBFwZsEJl8eBIVeQE62FxJCc70jzEZwqU7RcVqA==",
       "dependencies": {
         "@babel/helper-annotate-as-pure": "^7.24.7",
         "@babel/helper-module-imports": "^7.24.7",
-        "@babel/helper-plugin-utils": "^7.24.7",
+        "@babel/helper-plugin-utils": "^7.24.8",
         "@babel/plugin-syntax-jsx": "^7.24.7",
-        "@babel/types": "^7.24.7"
+        "@babel/types": "^7.25.2"
       },
       "engines": {
         "node": ">=6.9.0"
@@ -517,31 +476,28 @@
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     },
     "node_modules/@babel/template": {
-      "version": "7.24.7",
-      "resolved": "https://registry.npmjs.org/@babel/template/-/template-7.24.7.tgz",
-      "integrity": "sha512-jYqfPrU9JTF0PmPy1tLYHW4Mp4KlgxJD9l2nP9fD6yT/ICi554DmrWBAEYpIelzjHf1msDP3PxJIRt/nFNfBig==",
+      "version": "7.25.0",
+      "resolved": "https://registry.npmjs.org/@babel/template/-/template-7.25.0.tgz",
+      "integrity": "sha512-aOOgh1/5XzKvg1jvVz7AVrx2piJ2XBi227DHmbY6y+bM9H2FlN+IfecYu4Xl0cNiiVejlsCri89LUsbj8vJD9Q==",
       "dependencies": {
         "@babel/code-frame": "^7.24.7",
-        "@babel/parser": "^7.24.7",
-        "@babel/types": "^7.24.7"
+        "@babel/parser": "^7.25.0",
+        "@babel/types": "^7.25.0"
       },
       "engines": {
         "node": ">=6.9.0"
       }
     },
     "node_modules/@babel/traverse": {
-      "version": "7.24.8",
-      "resolved": "https://registry.npmjs.org/@babel/traverse/-/traverse-7.24.8.tgz",
-      "integrity": "sha512-t0P1xxAPzEDcEPmjprAQq19NWum4K0EQPjMwZQZbHt+GiZqvjCHjj755Weq1YRPVzBI+3zSfvScfpnuIecVFJQ==",
+      "version": "7.25.3",
+      "resolved": "https://registry.npmjs.org/@babel/traverse/-/traverse-7.25.3.tgz",
+      "integrity": "sha512-HefgyP1x754oGCsKmV5reSmtV7IXj/kpaE1XYY+D9G5PvKKoFfSbiS4M77MdjuwlZKDIKFCffq9rPU+H/s3ZdQ==",
       "dependencies": {
         "@babel/code-frame": "^7.24.7",
-        "@babel/generator": "^7.24.8",
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-      "funding": {
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-      }
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-      "resolved": "https://registry.npmjs.org/chalk/-/chalk-5.3.0.tgz",
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-      "engines": {
-        "node": "^12.17.0 || ^14.13 || >=16.0.0"
-      },
-      "funding": {
-        "url": "https://github.com/chalk/chalk?sponsor=1"
-      }
-    },
-    "node_modules/update-notifier/node_modules/semver": {
-      "version": "7.6.3",
-      "resolved": "https://registry.npmjs.org/semver/-/semver-7.6.3.tgz",
-      "integrity": "sha512-oVekP1cKtI+CTDvHWYFUcMtsK/00wmAEfyqKfNdARm8u1wNVhSgaX7A8d4UuIlUI5e84iEwOhs7ZPYRmzU9U6A==",
-      "bin": {
-        "semver": "bin/semver.js"
-      },
-      "engines": {
-        "node": ">=10"
-      }
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     "node_modules/use-sync-external-store": {
       "version": "1.2.0",
       "resolved": "https://registry.npmjs.org/use-sync-external-store/-/use-sync-external-store-1.2.0.tgz",
@@ -11488,23 +8963,6 @@
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     },
-    "node_modules/validate-npm-package-license": {
-      "version": "3.0.4",
-      "resolved": "https://registry.npmjs.org/validate-npm-package-license/-/validate-npm-package-license-3.0.4.tgz",
-      "integrity": "sha512-DpKm2Ui/xN7/HQKCtpZxoRWBhZ9Z0kqtygG8XCgNQ8ZlDnxuQmWhj566j8fN4Cu3/JmbhsDo7fcAJq4s9h27Ew==",
-      "dependencies": {
-        "spdx-correct": "^3.0.0",
-        "spdx-expression-parse": "^3.0.0"
-      }
-    },
-    "node_modules/validate-npm-package-name": {
-      "version": "5.0.1",
-      "resolved": "https://registry.npmjs.org/validate-npm-package-name/-/validate-npm-package-name-5.0.1.tgz",
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       "resolved": "https://registry.npmjs.org/vfile/-/vfile-6.0.2.tgz",
@@ -11546,12 +9004,12 @@
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-      "resolved": "https://registry.npmjs.org/vite/-/vite-5.3.4.tgz",
-      "integrity": "sha512-Cw+7zL3ZG9/NZBB8C+8QbQZmR54GwqIz+WMI4b3JgdYJvX+ny9AjJXqkGQlDXSXRP9rP0B4tbciRMOVEKulVOA==",
+      "version": "5.4.0",
+      "resolved": "https://registry.npmjs.org/vite/-/vite-5.4.0.tgz",
+      "integrity": "sha512-5xokfMX0PIiwCMCMb9ZJcMyh5wbBun0zUzKib+L65vAZ8GY9ePZMXxFrHbr/Kyll2+LSCY7xtERPpxkBDKngwg==",
       "dependencies": {
         "esbuild": "^0.21.3",
-        "postcss": "^8.4.39",
+        "postcss": "^8.4.40",
         "rollup": "^4.13.0"
       },
       "bin": {
@@ -11571,6 +9029,7 @@
         "less": "*",
         "lightningcss": "^1.21.0",
         "sass": "*",
+        "sass-embedded": "*",
         "stylus": "*",
         "sugarss": "*",
         "terser": "^5.4.0"
@@ -11588,6 +9047,9 @@
         "sass": {
           "optional": true
         },
+        "sass-embedded": {
+          "optional": true
+        },
         "stylus": {
           "optional": true
         },
@@ -11621,15 +9083,6 @@
         "url": "https://github.com/sponsors/wooorm"
       }
     },
-    "node_modules/web-streams-polyfill": {
-      "version": "3.3.3",
-      "resolved": "https://registry.npmjs.org/web-streams-polyfill/-/web-streams-polyfill-3.3.3.tgz",
-      "integrity": "sha512-d2JWLCivmZYTSIoge9MsgFCZrt571BikcWGYkjC1khllbTeDlGqZ2D8vD8E/lJa8WGWbb7Plm8/XJYV7IJHZZw==",
-      "dev": true,
-      "engines": {
-        "node": ">= 8"
-      }
-    },
     "node_modules/webidl-conversions": {
       "version": "3.0.1",
       "resolved": "https://registry.npmjs.org/webidl-conversions/-/webidl-conversions-3.0.1.tgz",
@@ -11679,51 +9132,6 @@
         "node": ">=4"
       }
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-    "node_modules/wide-align": {
-      "version": "1.1.5",
-      "resolved": "https://registry.npmjs.org/wide-align/-/wide-align-1.1.5.tgz",
-      "integrity": "sha512-eDMORYaPNZ4sQIuuYPDHdQvf4gyCF9rEEV/yPxGfwPkRodwEgiMUUXTx/dex+Me0wxx53S+NgUHaP7y3MGlDmg==",
-      "dependencies": {
-        "string-width": "^1.0.2 || 2 || 3 || 4"
-      }
-    },
-    "node_modules/wide-align/node_modules/ansi-regex": {
-      "version": "5.0.1",
-      "resolved": "https://registry.npmjs.org/ansi-regex/-/ansi-regex-5.0.1.tgz",
-      "integrity": "sha512-quJQXlTSUGL2LH9SUXo8VwsY4soanhgo6LNSm84E1LBcE8s3O0wpdiRzyR9z/ZZJMlMWv37qOOb9pdJlMUEKFQ==",
-      "engines": {
-        "node": ">=8"
-      }
-    },
-    "node_modules/wide-align/node_modules/emoji-regex": {
-      "version": "8.0.0",
-      "resolved": "https://registry.npmjs.org/emoji-regex/-/emoji-regex-8.0.0.tgz",
-      "integrity": "sha512-MSjYzcWNOA0ewAHpz0MxpYFvwg6yjy1NG3xteoqz644VCo/RPgnr1/GGt+ic3iJTzQ8Eu3TdM14SawnVUmGE6A=="
-    },
-    "node_modules/wide-align/node_modules/string-width": {
-      "version": "4.2.3",
-      "resolved": "https://registry.npmjs.org/string-width/-/string-width-4.2.3.tgz",
-      "integrity": "sha512-wKyQRQpjJ0sIp62ErSZdGsjMJWsap5oRNihHhu6G7JVO/9jIB6UyevL+tXuOqrng8j/cxKTWyWUwvSTriiZz/g==",
-      "dependencies": {
-        "emoji-regex": "^8.0.0",
-        "is-fullwidth-code-point": "^3.0.0",
-        "strip-ansi": "^6.0.1"
-      },
-      "engines": {
-        "node": ">=8"
-      }
-    },
-    "node_modules/wide-align/node_modules/strip-ansi": {
-      "version": "6.0.1",
-      "resolved": "https://registry.npmjs.org/strip-ansi/-/strip-ansi-6.0.1.tgz",
-      "integrity": "sha512-Y38VPSHcqkFrCpFnQ9vuSXmquuv5oXOKpGeT6aGrr3o3Gc9AlVa6JBfUSOCnbxGGZF+/0ooI7KrPuUSztUdU5A==",
-      "dependencies": {
-        "ansi-regex": "^5.0.1"
-      },
-      "engines": {
-        "node": ">=8"
-      }
-    },
     "node_modules/widest-line": {
       "version": "4.0.1",
       "resolved": "https://registry.npmjs.org/widest-line/-/widest-line-4.0.1.tgz",
@@ -11894,34 +9302,8 @@
     "node_modules/wrappy": {
       "version": "1.0.2",
       "resolved": "https://registry.npmjs.org/wrappy/-/wrappy-1.0.2.tgz",
-      "integrity": "sha512-l4Sp/DRseor9wL6EvV2+TuQn63dMkPjZ/sp9XkghTEbV9KlPS1xUsZ3u7/IQO4wxtcFB4bgpQPRcR3QCvezPcQ=="
-    },
-    "node_modules/write-file-atomic": {
-      "version": "3.0.3",
-      "resolved": "https://registry.npmjs.org/write-file-atomic/-/write-file-atomic-3.0.3.tgz",
-      "integrity": "sha512-AvHcyZ5JnSfq3ioSyjrBkH9yW4m7Ayk8/9My/DD9onKeu/94fwrMocemO2QAJFAlnnDN+ZDS+ZjAR5ua1/PV/Q==",
-      "dependencies": {
-        "imurmurhash": "^0.1.4",
-        "is-typedarray": "^1.0.0",
-        "signal-exit": "^3.0.2",
-        "typedarray-to-buffer": "^3.1.5"
-      }
-    },
-    "node_modules/write-file-atomic/node_modules/signal-exit": {
-      "version": "3.0.7",
-      "resolved": "https://registry.npmjs.org/signal-exit/-/signal-exit-3.0.7.tgz",
-      "integrity": "sha512-wnD2ZE+l+SPC/uoS0vXeE9L1+0wuaMqKlfz9AMUo38JsyLSBWSFcHR1Rri62LZc12vLr1gb3jl7iwQhgwpAbGQ=="
-    },
-    "node_modules/xdg-basedir": {
-      "version": "5.1.0",
-      "resolved": "https://registry.npmjs.org/xdg-basedir/-/xdg-basedir-5.1.0.tgz",
-      "integrity": "sha512-GCPAHLvrIH13+c0SuacwvRYj2SxJXQ4kaVTT5xgL3kPrz56XxkF21IGhjSE1+W0aw7gpBWRGXLCPnPby6lSpmQ==",
-      "engines": {
-        "node": ">=12"
-      },
-      "funding": {
-        "url": "https://github.com/sponsors/sindresorhus"
-      }
+      "integrity": "sha512-l4Sp/DRseor9wL6EvV2+TuQn63dMkPjZ/sp9XkghTEbV9KlPS1xUsZ3u7/IQO4wxtcFB4bgpQPRcR3QCvezPcQ==",
+      "dev": true
     },
     "node_modules/yallist": {
       "version": "3.1.1",
@@ -11972,9 +9354,9 @@
       }
     },
     "node_modules/zod-to-json-schema": {
-      "version": "3.23.1",
-      "resolved": "https://registry.npmjs.org/zod-to-json-schema/-/zod-to-json-schema-3.23.1.tgz",
-      "integrity": "sha512-oT9INvydob1XV0v1d2IadrR74rLtDInLvDFfAa1CG0Pmg/vxATk7I2gSelfj271mbzeM4Da0uuDQE/Nkj3DWNw==",
+      "version": "3.23.2",
+      "resolved": "https://registry.npmjs.org/zod-to-json-schema/-/zod-to-json-schema-3.23.2.tgz",
+      "integrity": "sha512-uSt90Gzc/tUfyNqxnjlfBs8W6WSGpNBv0rVsNxP/BVSMHMKGdthPYff4xtCHYloJGM0CFxFsb3NbC0eqPhfImw==",
       "peerDependencies": {
         "zod": "^3.23.3"
       }
diff --git a/public/roadmap-content/android.json b/public/roadmap-content/android.json
index b01b769eb..74d862009 100644
--- a/public/roadmap-content/android.json
+++ b/public/roadmap-content/android.json
@@ -215,8 +215,14 @@
   },
   "znvZp24L-PcQwkSObtixs": {
     "title": "TextView",
-    "description": "",
-    "links": []
+    "description": "TextView is a widget that is seen in every android application. This widget is used to display simple text within the android application.\n\nVisit the following resources to learn more:",
+    "links": [
+      {
+        "title": "Android developers: TextView",
+        "url": "https://developer.android.com/reference/android/widget/TextView",
+        "type": "article"
+      }
+    ]
   },
   "2iDJrxjXOt7o2fPp2HfRl": {
     "title": "Fragments",
@@ -258,8 +264,14 @@
   },
   "BVgO9n7tGlVdiS72-hFSd": {
     "title": "Toast",
-    "description": "",
-    "links": []
+    "description": "A `toast` provides simple feedback about an operation in a small popup. It only fills the amount of space required for the message and the current activity remains visible and interactive. Toasts automatically disappear after a timeout.\n\nVisit the following resources to learn more:",
+    "links": [
+      {
+        "title": "Android developers: Toast",
+        "url": "https://developer.android.com/guide/topics/ui/notifiers/toasts",
+        "type": "article"
+      }
+    ]
   },
   "A4rtNULX_MoV93IH1Lgqw": {
     "title": "ImageView",
diff --git a/public/roadmap-content/angular.json b/public/roadmap-content/angular.json
index 81c1ed229..52babbed9 100644
--- a/public/roadmap-content/angular.json
+++ b/public/roadmap-content/angular.json
@@ -357,8 +357,14 @@
   },
   "BCq5sgWQLiw0f7u7ZSAd2": {
     "title": "Module Architecture",
-    "description": "",
-    "links": []
+    "description": "Angular’s module architecture organizes an application into cohesive units called NgModules, each defined by the @NgModule decorator. These modules group related components, directives, pipes, and services to encapsulate functionality and promote modular development. The root module (AppModule) is the entry point, bootstrapping the application and importing essential modules like BrowserModule. Feature modules encapsulate specific functionalities and can be eagerly or lazily loaded to improve performance and manageability. Shared modules group reusable components and services to prevent code duplication. The @NgModule metadata includes properties like imports, declarations, exports, providers, and bootstrap, which help manage dependencies, declarations, visibility, service providers, and the root component. This modular approach enhances code organization, scalability, and maintainability in Angular applications.\n\nVisit following resources to learn more:",
+    "links": [
+      {
+        "title": "Angular Architecture",
+        "url": "https://dev.to/digitaldino/angular-architecture-39no",
+        "type": "article"
+      }
+    ]
   },
   "ex8FOKrUlbu4MuEq2czyW": {
     "title": "Creating Components",
@@ -383,17 +389,12 @@
   },
   "9YhTXybJw2gszlqFeBtW3": {
     "title": "Creating Modules",
-    "description": "Creating modules in Angular helps organize your application into manageable, cohesive units. Each module can encapsulate related components, directives, pipes, and services. Here's a detailed guide on how to create and use modules in Angular.\n\nCreation Methods:\n\n*       Generate Modules: Use ng generate module module-name.\n        \n    \n*       Define Modules: Use @NgModule decorator to declare components, import other modules, and export components.\n        \n    \n*       Create and Add Components: Generate and add components to the module.\n        \n    \n*       Import Modules: Import your new module into app.module.ts or other feature modules.\n        \n    \n*       Feature Modules: Use feature modules for large applications to manage related functionalities.\n        \n    \n\nVisit the following resources to learn more:",
+    "description": "Creating modules in Angular helps organize your application into manageable, cohesive units. Each module can encapsulate related components, directives, pipes, and services. Here's a detailed guide on how to create and use modules in Angular.\n\nVisit the following resources to learn more:",
     "links": [
       {
         "title": "Angular Official Docs (Feature Modules)",
         "url": "https://angular.dev/guide/ngmodules/feature-modules",
         "type": "article"
-      },
-      {
-        "title": "How to Create a new module in Angular",
-        "url": "https://www.geeksforgeeks.org/how-to-create-a-new-module-in-angular/",
-        "type": "article"
       }
     ]
   },
@@ -1845,23 +1846,57 @@
   },
   "mm6c7GLQEwoQdAHdAYzGh": {
     "title": "Security",
-    "description": "",
-    "links": []
+    "description": "This topic describes Angular's built-in protections against common web-application vulnerabilities and attacks such as cross-site scripting attacks. It doesn't cover application-level security, such as authentication and authorization.\n\nVisit the following resources to learn more:",
+    "links": [
+      {
+        "title": "Angular Official Docs - Security",
+        "url": "https://angular.dev/best-practices/security",
+        "type": "article"
+      },
+      {
+        "title": "Open Web Application Security Project (OWASP)",
+        "url": "https://owasp.org/",
+        "type": "article"
+      }
+    ]
   },
   "umUX4Hxk7srHlFR_Un-u7": {
     "title": "Cross-site Scripting",
-    "description": "",
-    "links": []
+    "description": "Cross-site scripting (XSS) enables attackers to inject malicious code into web pages. Such code can then, for example, steal user and login data, or perform actions that impersonate the user. This has been one of the biggest web security vulnerabilities for over a decade.\n\nTo systematically block XSS bugs, Angular treats all values as untrusted by default. When a value is inserted into the DOM from a template binding, or interpolation, Angular sanitizes and escapes untrusted values.\n\nVisit the following resources to learn more:",
+    "links": [
+      {
+        "title": "Angular Official Docs - Preventing cross-site scripting (XSS)",
+        "url": "https://angular.dev/best-practices/security#preventing-cross-site-scripting-xss",
+        "type": "article"
+      },
+      {
+        "title": "Mitigate cross-site scripting (XSS)",
+        "url": "https://web.dev/articles/strict-csp",
+        "type": "article"
+      }
+    ]
   },
   "cgI9oeUHufA-ky_W1zENe": {
     "title": "Sanitization",
-    "description": "",
-    "links": []
+    "description": "Sanitization is the inspection of an untrusted value, turning it into a value that's safe to insert into the DOM. In many cases, sanitization doesn't change a value at all. Sanitization depends on context: A value that's harmless in CSS is potentially dangerous in a URL.\n\nAngular sanitizes untrusted values for HTML and URLs. Sanitizing resource URLs isn't possible because they contain arbitrary code. In development mode, Angular prints a console warning when it has to change a value during sanitization.\n\nInterpolated content is always escaped —the HTML isn't interpreted and the browser displays angle brackets in the element's text content.\n\nFor the HTML to be interpreted, bind it to an HTML property such as `innerHTML`. Be aware that binding a value that an attacker might control into `innerHTML` normally causes an XSS vulnerability.\n\nVisit the following resources to learn more:",
+    "links": [
+      {
+        "title": "Angular Official Docs - Sanitization and security contexts",
+        "url": "https://angular.dev/best-practices/security#sanitization-and-security-contexts",
+        "type": "article"
+      }
+    ]
   },
   "XoYSuv1salCCHoI1cJkxv": {
     "title": "Trusting Safe Values",
-    "description": "",
-    "links": []
+    "description": "Sometimes applications genuinely need to include executable code, display an `<iframe>` from some URL, or construct potentially dangerous URLs. To prevent automatic sanitization in these situations, tell Angular that you inspected a value, checked how it was created, and made sure it is secure. Do be careful. If you trust a value that might be malicious, you are introducing a security vulnerability into your application. If in doubt, find a professional security reviewer.\n\nVisit the following resources to learn more:",
+    "links": [
+      {
+        "title": "Angular Official Docs - Trusting safe values",
+        "url": "https://angular.dev/best-practices/security#trusting-safe-values",
+        "type": "article"
+      }
+    ]
   },
   "5h7U0spwEUhB-hbjSlaeB": {
     "title": "Enforce Trusted Types",
diff --git a/public/roadmap-content/backend.json b/public/roadmap-content/backend.json
index 539359877..c8807ed5a 100644
--- a/public/roadmap-content/backend.json
+++ b/public/roadmap-content/backend.json
@@ -339,11 +339,6 @@
         "title": "Explore top posts about Python",
         "url": "https://app.daily.dev/tags/python?ref=roadmapsh",
         "type": "article"
-      },
-      {
-        "title": "Python for Beginners - Learn Python in 1 Hour",
-        "url": "https://www.youtube.com/watch?v=kqtD5dpn9C8&ab_channel=ProgrammingwithMosh",
-        "type": "video"
       }
     ]
   },
@@ -1197,6 +1192,11 @@
         "title": "Explore top posts about GraphQL",
         "url": "https://app.daily.dev/tags/graphql?ref=roadmapsh",
         "type": "article"
+      },
+      {
+        "title": "Tutorial - GraphQL Explained in 100 Seconds",
+        "url": "https://www.youtube.com/watch?v=eIQh02xuVw4",
+        "type": "video"
       }
     ]
   },
@@ -1704,6 +1704,11 @@
         "title": "RabbitMQ Tutorial - Message Queues and Distributed Systems",
         "url": "https://www.youtube.com/watch?v=nFxjaVmFj5E",
         "type": "video"
+      },
+      {
+        "title": "RabbitMQ in 100 Seconds",
+        "url": "https://m.youtube.com/watch?v=NQ3fZtyXji0",
+        "type": "video"
       }
     ]
   },
@@ -2909,7 +2914,7 @@
   },
   "dwfEHInbX2eFiafM-nRMX": {
     "title": "DynamoDB",
-    "description": "",
+    "description": "DynamoDB is a fully managed NoSQL database service provided by AWS, designed for high-performance applications that require low-latency data access at any scale.\n\nIt supports key-value and document data models, allowing developers to store and retrieve any amount of data with predictable performance.\n\nDynamoDB is known for its seamless scalability, automatic data replication across multiple AWS regions, and built-in security features, making it ideal for use cases like real-time analytics, mobile apps, gaming, IoT, and more.\n\nKey features include flexible schema design, powerful query capabilities, and integration with other AWS services.",
     "links": []
   },
   "RyJFLLGieJ8Xjt-DlIayM": {
@@ -2966,8 +2971,14 @@
   },
   "WiAK70I0z-_bzbWNwiHUd": {
     "title": "TimeScale",
-    "description": "",
-    "links": []
+    "description": "TimescaleDB is an open-source time-series database built on top of PostgreSQL, designed for efficiently storing and querying time-series data.\n\nIt introduces the concept of hypertables, which automatically partition data by time and space, making it ideal for high-volume data scenarios like monitoring, IoT, and financial analytics.\n\nTimescaleDB combines the power of relational databases with the performance of a specialized time-series solution, offering advanced features like continuous aggregates, real-time analytics, and seamless integration with PostgreSQL's ecosystem.\n\nIt's a robust choice for developers looking to manage time-series data in scalable and efficient ways.\n\nVisit the following resources to learn more:",
+    "links": [
+      {
+        "title": "Tutorial - TimeScaleDB Explained in 100 Seconds",
+        "url": "https://www.youtube.com/watch?v=69Tzh_0lHJ8",
+        "type": "video"
+      }
+    ]
   },
   "gT6-z2vhdIQDzmR2K1g1U": {
     "title": "Cassandra",
@@ -2997,7 +3008,7 @@
   },
   "5xy66yQrz1P1w7n6PcAFq": {
     "title": "AWS Neptune",
-    "description": "",
+    "description": "AWS Neptune is a fully managed graph database service designed for applications that require highly connected data.\n\nIt supports two popular graph models: Property Graph and RDF (Resource Description Framework), allowing you to build applications that traverse billions of relationships with millisecond latency.\n\nNeptune is optimized for storing and querying graph data, making it ideal for use cases like social networks, recommendation engines, fraud detection, and knowledge graphs.\n\nIt offers high availability, automatic backups, and multi-AZ (Availability Zone) replication, ensuring data durability and fault tolerance.\n\nAdditionally, Neptune integrates seamlessly with other AWS services and supports open standards like Gremlin, SPARQL, and Apache TinkerPop, making it flexible and easy to integrate into existing applications.",
     "links": []
   },
   "Z01E67D6KjrShvQCHjGR7": {
diff --git a/public/roadmap-content/blockchain.json b/public/roadmap-content/blockchain.json
index 62b07dc2a..a83bfafc8 100644
--- a/public/roadmap-content/blockchain.json
+++ b/public/roadmap-content/blockchain.json
@@ -499,7 +499,7 @@
     ]
   },
   "JLXIbP-y8C2YktIk3R12m": {
-    "title": "Ehereum",
+    "title": "Ethereum",
     "description": "Ethereum is a programmable blockchain platform with the capacity to support smart contracts, dapps (decentralized apps), and other DeFi projects. The Ethereum native token is the Ether (ETH), and it’s used to fuel operations on the blockchain.\n\nThe Ethereum platform launched in 2015, and it’s now the second largest form of crypto next to Bitcoin (BTC).\n\nVisit the following resources to learn more:",
     "links": [
       {
diff --git a/public/roadmap-content/computer-science.json b/public/roadmap-content/computer-science.json
index f722fa8f5..588a7bcd5 100644
--- a/public/roadmap-content/computer-science.json
+++ b/public/roadmap-content/computer-science.json
@@ -3177,7 +3177,7 @@
     ]
   },
   "YMO9oD_sbzyDZPNU2xZwe": {
-    "title": "Cloud Design Ptterns",
+    "title": "Cloud Design Patterns",
     "description": "These design patterns are useful for building reliable, scalable, secure applications in the cloud.\n\nThe link below has cloud design patterns where each pattern describes the problem that the pattern addresses, considerations for applying the pattern, and an example based on Microsoft Azure. Most patterns include code samples or snippets that show how to implement the pattern on Azure. However, most patterns are relevant to any distributed system, whether hosted on Azure or other cloud platforms.\n\nVisit the following resources to learn more:",
     "links": [
       {
diff --git a/public/roadmap-content/cyber-security.json b/public/roadmap-content/cyber-security.json
index e61a20e75..23b15ee84 100644
--- a/public/roadmap-content/cyber-security.json
+++ b/public/roadmap-content/cyber-security.json
@@ -365,36 +365,10 @@
       }
     ]
   },
-  "BqvijNoRzSGYLCMP-6hhr": {
-    "title": "CISSP",
-    "description": "The Certified Information Systems Security Professional (CISSP) is a globally recognized certification offered by the International Information System Security Certification Consortium (ISC)². It is designed for experienced security professionals to validate their knowledge and expertise in the field of information security.\n\nWho Should Obtain the CISSP Certification?\n------------------------------------------\n\nThe CISSP certification is ideal for security consultants, managers, IT directors, security auditors, security analysts, and other professionals who are responsible for designing, implementing, and managing security for their organization. This certification is aimed at professionals with at least five years of full-time experience in two or more of the eight CISSP domains:\n\n*   Security and Risk Management\n*   Asset Security\n*   Security Architecture and Engineering\n*   Communication and Network Security\n*   Identity and Access Management (IAM)\n*   Security Assessment and Testing\n*   Security Operations\n*   Software Development Security\n\nCertification Process\n---------------------\n\nTo obtain the CISSP certification, candidates must meet the following requirements:\n\n*   **Experience:** Possess a minimum of five years of cumulative, paid, full-time work experience in two or more of the eight domains of the CISSP Common Body of Knowledge (CBK).\n    \n*   **Exam:** Pass the CISSP examination with a minimum scaled score of 700 out of 1000 points. The exam consists of 100 to 150 multiple-choice and advanced innovative questions that must be completed within three hours.\n    \n*   **Endorsement:** After passing the exam, candidates must submit an endorsement application to be reviewed and endorsed by an (ISC)² CISSP holder within nine months of passing the exam.\n    \n*   **Continuing Professional Education (CPE):** To maintain the CISSP certification, professionals must earn 120 CPE credits every three years, with a minimum of 40 credits earned each year, and pay an annual maintenance fee.\n    \n\nBenefits of CISSP Certification\n-------------------------------\n\nObtaining the CISSP certification comes with numerous benefits, such as:\n\n*   Enhanced credibility, as the CISSP is often considered the gold standard in information security certifications.\n*   Increased job opportunities, as many organizations and government agencies require or prefer CISSP-certified professionals.\n*   Improved knowledge and skills, as the certification covers a broad range of security topics and best practices.\n*   Higher salary potential, as CISSP-certified professionals often command higher salaries compared to their non-certified counterparts.\n*   Access to a network of other CISSP-certified professionals and resources, enabling continuous learning and professional development.\n\nLearn more from the following resources",
-    "links": [
-      {
-        "title": "ISC2 CISSP",
-        "url": "https://www.isc2.org/certifications/cissp",
-        "type": "article"
-      },
-      {
-        "title": "ISC2 CISSP - Official Study Guide",
-        "url": "https://www.wiley.com/en-us/ISC2+CISSP+Certified+Information+Systems+Security+Professional+Official+Study+Guide%2C+10th+Edition-p-9781394254699",
-        "type": "article"
-      },
-      {
-        "title": "Destcert - CISSP Free Resources",
-        "url": "https://destcert.com/resources/",
-        "type": "article"
-      },
-      {
-        "title": "CISSP Exam Cram 2024",
-        "url": "https://youtube.com/playlist?list=PL7XJSuT7Dq_XPK_qmYMqfiBjbtHJRWigD&si=_wSeCkvj-1rzv0ZF",
-        "type": "video"
-      },
-      {
-        "title": "CISSP Prep (Coffee Shots)",
-        "url": "https://youtube.com/playlist?list=PL0hT6hgexlYxKzBmiCD6SXW0qO5ucFO-J&si=9ICs373Vl1ce3s0H",
-        "type": "video"
-      }
-    ]
+  "AAo7DXB7hyBzO6p05gx1i": {
+    "title": "CEH",
+    "description": "**Certified Ethical Hacker (CEH)** is an advanced certification focused on equipping cybersecurity professionals with the knowledge and skills required to defend against the continuously evolving landscape of cyber threats. This certification is facilitated by the EC-Council, an internationally recognized organization for information security certifications.\n\nObjectives\n----------\n\nThe CEH certification aims to provide professionals with the following skills:\n\n*   Understand the ethics and legal requirements of ethical hacking\n*   Identify and analyze common cyber threats, including malware, social engineering, and various network attacks\n*   Utilize the latest penetration testing tools and methodologies to uncover vulnerabilities in systems, networks, and applications\n*   Implement defensive countermeasures to protect against cyber attacks\n\nTarget Audience\n---------------\n\nThe CEH certification is ideal for:\n\n*   Cybersecurity professionals seeking to expand their skill set\n*   IT administrators responsible for securing their organization's systems and network\n*   Penetration testers looking to demonstrate their ethical hacking capabilities\n*   Security consultants who want a recognized certification in the IT security field\n\nExam Details\n------------\n\nTo become a Certified Ethical Hacker, you must pass the CEH exam, which consists of the following:\n\n*   Number of Questions: 125\n*   Exam Type: Multiple choice questions\n*   Duration: 4 hours\n*   Passing Score: 70%\n\nPreparation\n-----------\n\nTo prepare for the CEH exam, candidates can follow the EC-Council's official training course or opt for self-study. The recommended resources include:\n\n*   EC-Council's [_CEH v11: Certified Ethical Hacker_](https://www.eccouncil.org/programs/certified-ethical-hacker-ceh/) training course\n*   Official CEH study guide and practice exams\n*   CEH-related books, articles, and online resources\n\nRecertification\n---------------\n\nCEH holders need to earn 120 ECE (Education Credits) within three years of obtaining their certification to retain their credentials. These credits can be obtained through training, workshops, conferences, and other continuous learning opportunities in the field of information security.",
+    "links": []
   },
   "lqFp4VLY_S-5tAbhNQTew": {
     "title": "CISA",
@@ -436,10 +410,36 @@
     "description": "CREST is a non-profit, accreditation and certification body that represents the technical information security industry. Established in 2008, its mission is to promote the development and professionalization of the cyber security sector. CREST provides certifications for individuals and accreditations for companies, helping customers find knowledgeable and experienced professionals in the field.\n\nCREST Examinations and Certifications\n-------------------------------------\n\nCREST offers various examinations and certifications, including:\n\n*   **CREST Practitioner Security Analyst (CPSA)**: This is an entry-level certification for individuals looking to demonstrate their knowledge and competence in vulnerability assessment and penetration testing. Passing the CPSA exam is a prerequisite for taking other CREST technical examinations.\n    \n*   **CREST Registered Penetration Tester (CRT)**: This certification is aimed at professionals with a solid understanding of infrastructure and web application penetration testing. CRT holders have demonstrated practical skills in identifying and exploiting vulnerabilities in a controlled environment.\n    \n*   **CREST Certified Infrastructure Tester (CCIT)** and **CREST Certified Web Application Tester (CCWAT)**: These advanced certifications require candidates to have a deep technical understanding and practical skills in infrastructure or web application testing, respectively. These certifications are intended for experienced professionals who can perform in-depth technical assessments and identify advanced security vulnerabilities.\n    \n*   **CREST Certified Simulated Attack Manager (CCSAM)** and **CREST Certified Simulated Attack Specialist (CCSAS)**: These certifications focus on the planning, scoping, and management of simulated attack engagements, or red teaming. They require candidates to have experience in both the technical and managerial aspects of coordinated cyber attacks.\n    \n\nBenefits of CREST Certifications\n--------------------------------\n\nObtaining CREST certifications provides several benefits, such as:\n\n*   Increased credibility and recognition within the cyber security industry\n*   Validation of your technical knowledge and expertise\n*   Access to resources and support through the CREST community\n*   Assurance for employers and clients that you're skilled and trustworthy\n\nIn the rapidly evolving field of cyber security, CREST certifications demonstrate a commitment to continuous learning, growth, and professionalism.",
     "links": []
   },
-  "AAo7DXB7hyBzO6p05gx1i": {
-    "title": "CEH",
-    "description": "**Certified Ethical Hacker (CEH)** is an advanced certification focused on equipping cybersecurity professionals with the knowledge and skills required to defend against the continuously evolving landscape of cyber threats. This certification is facilitated by the EC-Council, an internationally recognized organization for information security certifications.\n\nObjectives\n----------\n\nThe CEH certification aims to provide professionals with the following skills:\n\n*   Understand the ethics and legal requirements of ethical hacking\n*   Identify and analyze common cyber threats, including malware, social engineering, and various network attacks\n*   Utilize the latest penetration testing tools and methodologies to uncover vulnerabilities in systems, networks, and applications\n*   Implement defensive countermeasures to protect against cyber attacks\n\nTarget Audience\n---------------\n\nThe CEH certification is ideal for:\n\n*   Cybersecurity professionals seeking to expand their skill set\n*   IT administrators responsible for securing their organization's systems and network\n*   Penetration testers looking to demonstrate their ethical hacking capabilities\n*   Security consultants who want a recognized certification in the IT security field\n\nExam Details\n------------\n\nTo become a Certified Ethical Hacker, you must pass the CEH exam, which consists of the following:\n\n*   Number of Questions: 125\n*   Exam Type: Multiple choice questions\n*   Duration: 4 hours\n*   Passing Score: 70%\n\nPreparation\n-----------\n\nTo prepare for the CEH exam, candidates can follow the EC-Council's official training course or opt for self-study. The recommended resources include:\n\n*   EC-Council's [_CEH v11: Certified Ethical Hacker_](https://www.eccouncil.org/programs/certified-ethical-hacker-ceh/) training course\n*   Official CEH study guide and practice exams\n*   CEH-related books, articles, and online resources\n\nRecertification\n---------------\n\nCEH holders need to earn 120 ECE (Education Credits) within three years of obtaining their certification to retain their credentials. These credits can be obtained through training, workshops, conferences, and other continuous learning opportunities in the field of information security.",
-    "links": []
+  "BqvijNoRzSGYLCMP-6hhr": {
+    "title": "CISSP",
+    "description": "The Certified Information Systems Security Professional (CISSP) is a globally recognized certification offered by the International Information System Security Certification Consortium (ISC)². It is designed for experienced security professionals to validate their knowledge and expertise in the field of information security.\n\nWho Should Obtain the CISSP Certification?\n------------------------------------------\n\nThe CISSP certification is ideal for security consultants, managers, IT directors, security auditors, security analysts, and other professionals who are responsible for designing, implementing, and managing security for their organization. This certification is aimed at professionals with at least five years of full-time experience in two or more of the eight CISSP domains:\n\n*   Security and Risk Management\n*   Asset Security\n*   Security Architecture and Engineering\n*   Communication and Network Security\n*   Identity and Access Management (IAM)\n*   Security Assessment and Testing\n*   Security Operations\n*   Software Development Security\n\nCertification Process\n---------------------\n\nTo obtain the CISSP certification, candidates must meet the following requirements:\n\n*   **Experience:** Possess a minimum of five years of cumulative, paid, full-time work experience in two or more of the eight domains of the CISSP Common Body of Knowledge (CBK).\n    \n*   **Exam:** Pass the CISSP examination with a minimum scaled score of 700 out of 1000 points. The exam consists of 100 to 150 multiple-choice and advanced innovative questions that must be completed within three hours.\n    \n*   **Endorsement:** After passing the exam, candidates must submit an endorsement application to be reviewed and endorsed by an (ISC)² CISSP holder within nine months of passing the exam.\n    \n*   **Continuing Professional Education (CPE):** To maintain the CISSP certification, professionals must earn 120 CPE credits every three years, with a minimum of 40 credits earned each year, and pay an annual maintenance fee.\n    \n\nBenefits of CISSP Certification\n-------------------------------\n\nObtaining the CISSP certification comes with numerous benefits, such as:\n\n*   Enhanced credibility, as the CISSP is often considered the gold standard in information security certifications.\n*   Increased job opportunities, as many organizations and government agencies require or prefer CISSP-certified professionals.\n*   Improved knowledge and skills, as the certification covers a broad range of security topics and best practices.\n*   Higher salary potential, as CISSP-certified professionals often command higher salaries compared to their non-certified counterparts.\n*   Access to a network of other CISSP-certified professionals and resources, enabling continuous learning and professional development.\n\nLearn more from the following resources",
+    "links": [
+      {
+        "title": "ISC2 CISSP",
+        "url": "https://www.isc2.org/certifications/cissp",
+        "type": "article"
+      },
+      {
+        "title": "ISC2 CISSP - Official Study Guide",
+        "url": "https://www.wiley.com/en-us/ISC2+CISSP+Certified+Information+Systems+Security+Professional+Official+Study+Guide%2C+10th+Edition-p-9781394254699",
+        "type": "article"
+      },
+      {
+        "title": "Destcert - CISSP Free Resources",
+        "url": "https://destcert.com/resources/",
+        "type": "article"
+      },
+      {
+        "title": "CISSP Exam Cram 2024",
+        "url": "https://youtube.com/playlist?list=PL7XJSuT7Dq_XPK_qmYMqfiBjbtHJRWigD&si=_wSeCkvj-1rzv0ZF",
+        "type": "video"
+      },
+      {
+        "title": "CISSP Prep (Coffee Shots)",
+        "url": "https://youtube.com/playlist?list=PL0hT6hgexlYxKzBmiCD6SXW0qO5ucFO-J&si=9ICs373Vl1ce3s0H",
+        "type": "video"
+      }
+    ]
   },
   "UY6xdt_V3YMkZxZ1hZLvW": {
     "title": "Operating Systems",
@@ -1900,18 +1900,36 @@
   },
   "ZEgxmvjWPp5NofLFz_FTJ": {
     "title": "Impersonation",
-    "description": "",
-    "links": []
+    "description": "Impersonation in cybersecurity refers to an attack technique where a threat actor pretends to be a legitimate person or entity to deceive individuals, systems, or organizations. This tactic is commonly used in social engineering attacks to gain unauthorized access to sensitive information, resources, or systems.\n\nVisit the following resources to learn more:",
+    "links": [
+      {
+        "title": "What is an Impersonation Attack?",
+        "url": "https://www.upguard.com/blog/impersonation-attack",
+        "type": "article"
+      }
+    ]
   },
   "dcvuKHq0nHgHLcLwtl4IJ": {
     "title": "Watering Hole Attack",
-    "description": "",
-    "links": []
+    "description": "Watering Hole Attack is a type of cyberattack where the attacker targets a specific group of users by compromising a website or online resource that they are known to frequently visit. The name \"watering hole\" comes from the idea of predators waiting by a water source to attack prey, similar to how attackers wait for their targets to visit a compromised site.\n\nVisit the following resources to learn more:",
+    "links": [
+      {
+        "title": "What is a watering hole attack?",
+        "url": "https://www.techtarget.com/searchsecurity/definition/watering-hole-attack",
+        "type": "article"
+      }
+    ]
   },
   "cO70zHvHgBAH29khF-hBW": {
     "title": "Drive by Attack",
-    "description": "",
-    "links": []
+    "description": "Drive-by Attack is a type of cyberattack where malicious code is automatically downloaded and executed on a user's system simply by visiting a compromised or malicious website. The user does not need to click on anything or interact with the page; just loading the website is enough to trigger the attack.\n\nVisit the following resources to learn more:",
+    "links": [
+      {
+        "title": "What is a Drive-By Attack?",
+        "url": "https://www.ericom.com/glossary/what-is-a-drive-by-attack/",
+        "type": "article"
+      }
+    ]
   },
   "0LeDwj_tMaXjQBBOUJ5CL": {
     "title": "Typo Squatting",
@@ -1940,8 +1958,14 @@
   },
   "O1fY2n40yjZtJUEeoItKr": {
     "title": "Evil Twin",
-    "description": "",
-    "links": []
+    "description": "An Evil Twin is a type of wireless network attack where an attacker sets up a rogue Wi-Fi access point that mimics a legitimate Wi-Fi network. The rogue access point has the same SSID (network name) as the legitimate network, making it difficult for users to distinguish between the two. The attacker's goal is to trick users into connecting to the rogue access point, allowing them to intercept sensitive information, inject malware, or launch other types of attacks.\n\nTypes of Evil Twin Attacks\n--------------------------\n\n*   **Captive Portal Attack:** The most common evil twin attack scenario is an attack using Captive Portals, this is a common scenario where an attacker creates a fake captive portal that mimics the legitimate network's login page. The goal is to trick users into entering their credentials, which the attacker can then use to gain access to the network.\n*   **Man-in-the-Middle (MitM) Attack:** In this scenario, the attacker intercepts communication between the user's device and the legitimate network. The attacker can then inject malware, steal sensitive information, or modify data in real-time.\n*   **SSL Stripping Attack:** The attacker downgrades the user's connection from HTTPS to HTTP, allowing them to intercept sensitive information, such as login credentials or credit card numbers.\n*   **Malware Injection:** The attacker injects malware into the user's device, which can then spread to other devices on the network.\n\nHow Evil Twin Attacks are Carried Out\n-------------------------------------\n\n*   **Rogue Access Point:** The attacker sets up a rogue access point with the same SSID as the legitimate network. This can be done using a laptop, a portable Wi-Fi router, or even a compromised device on the network.\n*   **Wi-Fi Scanning:** The attacker uses specialized software to scan for nearby Wi-Fi networks and identify potential targets.\n*   **Network Sniffing:** The attacker uses network sniffing tools to capture and analyze network traffic, allowing them to identify vulnerabilities and intercept sensitive information.\n\nVisit the following resources to learn more:",
+    "links": [
+      {
+        "title": "Common tool - airgeddon",
+        "url": "https://www.kali.org/tools/airgeddon/",
+        "type": "website"
+      }
+    ]
   },
   "urtsyYWViEzbqYLoNfQAh": {
     "title": "DNS Poisoning",
@@ -1980,8 +2004,14 @@
   },
   "P-Am25WJV8cFd_KsX7cdj": {
     "title": "SQL Injection",
-    "description": "",
-    "links": []
+    "description": "**SQL Injection** is a type of web application security vulnerability that allows an attacker to inject malicious SQL code into a web application's database, potentially leading to unauthorized data access, modification, or deletion.\n\nVisit the following resources to learn more:",
+    "links": [
+      {
+        "title": "PortSwigger - SQL Injection",
+        "url": "https://portswigger.net/web-security/sql-injection",
+        "type": "article"
+      }
+    ]
   },
   "pK2iRArULlK-B3iSVo4-n": {
     "title": "CSRF",
diff --git a/public/roadmap-content/devops.json b/public/roadmap-content/devops.json
index c533f33a7..fc5efcfa2 100644
--- a/public/roadmap-content/devops.json
+++ b/public/roadmap-content/devops.json
@@ -547,6 +547,11 @@
         "url": "https://www.learnshell.org/en/Welcome",
         "type": "article"
       },
+      {
+        "title": "Bash Scripting Tutorial",
+        "url": "https://www.javatpoint.com/bash",
+        "type": "article"
+      },
       {
         "title": "Explore top posts about Bash",
         "url": "https://app.daily.dev/tags/bash?ref=roadmapsh",
@@ -3052,7 +3057,7 @@
       }
     ]
   },
-  "datadog@BHny2Emf96suhAlltiEro.md": {
+  "BHny2Emf96suhAlltiEro": {
     "title": "Datadog",
     "description": "",
     "links": []
diff --git a/public/roadmap-content/devrel.json b/public/roadmap-content/devrel.json
index d381c9f04..89b922528 100644
--- a/public/roadmap-content/devrel.json
+++ b/public/roadmap-content/devrel.json
@@ -433,8 +433,19 @@
   },
   "GvmXdWiwITgWzx_f5_ick": {
     "title": "Building a Community",
-    "description": "",
-    "links": []
+    "description": "Online developer communities have become the heart of successful DevTools (Developer Tools) go-to-market (GTM) strategies. They provide a platform for developers to connect, collaborate, learn, and share their expertise, ultimately fostering loyalty, driving product adoption, and fueling innovation.\n\nLearn more from the following resources:",
+    "links": [
+      {
+        "title": "Building and Nurturing Online Developer Communities: The Ultimate Guide",
+        "url": "https://www.doc-e.ai/post/building-and-nurturing-online-developer-communities-the-ultimate-guide",
+        "type": "article"
+      },
+      {
+        "title": "10 Proven Strategies for Building a Developer Community That Thrives: A Guide to Inclusion & Engagement",
+        "url": "https://dev.to/swati1267/10-proven-strategies-for-building-a-developer-community-that-thrives-a-guide-to-inclusion-engagement-21cm",
+        "type": "article"
+      }
+    ]
   },
   "UKi3waPx2pozvZf2aQ52s": {
     "title": "Identifying Audience",
diff --git a/public/roadmap-content/frontend.json b/public/roadmap-content/frontend.json
index fa999cf18..c816e884e 100644
--- a/public/roadmap-content/frontend.json
+++ b/public/roadmap-content/frontend.json
@@ -2736,11 +2736,6 @@
         "title": "Explore top posts about React",
         "url": "https://app.daily.dev/tags/react?ref=roadmapsh",
         "type": "article"
-      },
-      {
-        "title": "Build a React Native App by Mosh",
-        "url": "https://www.youtube.com/watch?v=0-S5a0eXPoc",
-        "type": "video"
       }
     ]
   },
diff --git a/public/roadmap-content/full-stack.json b/public/roadmap-content/full-stack.json
index 4f027568e..a2697d1fe 100644
--- a/public/roadmap-content/full-stack.json
+++ b/public/roadmap-content/full-stack.json
@@ -856,7 +856,7 @@
   },
   "YVMyHFSCVF-GgXydq-SFJ": {
     "title": "Checkpoint — Infrastructure",
-    "description": "If you remember, earlier in the roadmap, you manually logged into the AWS console and had to setup the services. Now that you know terraform, go ahead and automate the process of creating the infrastructure for your application using terraform and with that your deployments will be fully automated i.e., you should have:\n\n*   Infrastructure setup using terraform\n*   Provisioning using Ansible\n*   CI/CD using GitHub Actions\n*   Monitoring using Monit\n\nAnd that is it! You have successfully completed the roadmap and are now a full-stack developer. Congratulations! 🎉\n\nWhat's next?\n------------\n\nGo ahead and build something cool! Share your learnings with the community and help others learn as well. If you have any questions, feel free to join our [discord server](https://discord.gg/ZrSpJ8zH) and ask away!",
+    "description": "If you remember, earlier in the roadmap, you manually logged into the AWS console and had to setup the services. Now that you know terraform, go ahead and automate the process of creating the infrastructure for your application using terraform and with that your deployments will be fully automated i.e., you should have:\n\n*   Infrastructure setup using terraform\n*   Provisioning using Ansible\n*   CI/CD using GitHub Actions\n*   Monitoring using Monit\n\nAnd that is it! You have successfully completed the roadmap and are now a full-stack developer. Congratulations! 🎉\n\nWhat's next?\n------------\n\nGo ahead and build something cool! Share your learnings with the community and help others learn as well. If you have any questions, feel free to join our [discord server](https://roadmap.sh/discord) and ask away!",
     "links": []
   }
 }
\ No newline at end of file
diff --git a/public/roadmap-content/game-developer.json b/public/roadmap-content/game-developer.json
index 333db55e4..5d8375980 100644
--- a/public/roadmap-content/game-developer.json
+++ b/public/roadmap-content/game-developer.json
@@ -312,12 +312,39 @@
   "7OffO2mBmfBKqPBTZ9ngI": {
     "title": "Godot",
     "description": "Godot is an open-source, multi-platform game engine that is known for being feature-rich and user-friendly. It is developed by hundreds of contributors from around the world and supports the creation of both 2D and 3D games. Godot uses its own scripting language, GDScript, which is similar to Python, but it also supports C# and visual scripting. It is equipped with a unique scene system and comes with a multitude of tools that can expedite the development process. Godot's design philosophy centers around flexibility, extensibility, and ease of use, providing a handy tool for both beginners and pros in game development.",
-    "links": []
+    "links": [
+      {
+        "title": "Godot in 100 Seconds",
+        "url": "https://m.youtube.com/watch?v=QKgTZWbwD1U",
+        "type": "video"
+      }
+    ]
   },
   "a6H-cZtp3A_fB8jnfMxBR": {
     "title": "Unreal Engine",
     "description": "The **Unreal Engine** is a powerful game development engine created by Epic Games. Used by game developers worldwide, it supports the creation of high-quality games across multiple platforms such as iOS, Android, Windows, Mac, Xbox, and PlayStation. Unreal Engine is renowned for its photo-realistic rendering, dynamic physics and effects, robust multiplayer framework, and its flexible scripting system called Blueprint. The engine is also fully equipped with dedicated tools and functionalities for animation, AI, lighting, cinematography, and post-processing effects. The most recent version, Unreal Engine 5, introduces real-time Global Illumination and makes film-quality real-time graphics achievable.",
-    "links": []
+    "links": [
+      {
+        "title": "Unreal Engine Documentation",
+        "url": "https://dev.epicgames.com/documentation/en-us/unreal-engine/unreal-engine-5-4-documentation",
+        "type": "article"
+      },
+      {
+        "title": "Unreal Engine YouTube Channel",
+        "url": "https://m.youtube.com/channel/UCBobmJyzsJ6Ll7UbfhI4iwQ",
+        "type": "article"
+      },
+      {
+        "title": "Unreal Source Discord",
+        "url": "https://discord.gg/unrealsource",
+        "type": "article"
+      },
+      {
+        "title": "Unreal in 100 Seconds",
+        "url": "https://www.youtube.com/watch?v=DXDe-2BC4cE",
+        "type": "video"
+      }
+    ]
   },
   "CeAUEN233L4IoFSZtIvvl": {
     "title": "Native",
@@ -327,7 +354,13 @@
   "rNeOti8DDyWTMP9FB9kJ_": {
     "title": "Unity 3D",
     "description": "**Unity 3D** is a versatile, cross-platform game engine that supports the development of both 2D and 3D games. This game engine allows users to create a wide variety of games including AR, VR, Mobile, Consoles, and Computers in C#. It provides a host of powerful features and tools, such as scripting, asset bundling, scene building, and simulation, to assist developers in creating interactive content. Unity 3D also boasts a large, active community that regularly contributes tutorials, scripts, assets, and more, making it a robust platform for all levels of game developers.",
-    "links": []
+    "links": [
+      {
+        "title": "Unity in 100 Seconds",
+        "url": "https://www.youtube.com/watch?v=iqlH4okiQqg",
+        "type": "video"
+      }
+    ]
   },
   "4YgbrXLXf5mfaL2tlYkzk": {
     "title": "Programming Languages",
@@ -347,7 +380,13 @@
   "AaRZiItRcn8fYb5R62vfT": {
     "title": "Assembly",
     "description": "**Assembly** is a low-level programming language, often used for direct hardware manipulation, real-time systems, and to write performance-critical code. It provides a strong correspondence between its instructions and the architecture's machine-code instructions, since it directly represents the specific commands of the computer's CPU structure. However, it's closer to machine language (binary code) than to human language, which makes it difficult to read and understand. The syntax varies greatly, which depends upon the CPU architecture for which it's designed, thus Assembly language written for one type of processor can't be used on another. Despite its complexity, time-intensive coding process and machine-specific nature, Assembly language is still utilized for speed optimization and hardware manipulation where high-level languages may not be sufficient.",
-    "links": []
+    "links": [
+      {
+        "title": "Code walkthrough of a game written in x64 assembly",
+        "url": "https://www.youtube.com/watch?v=WUoqlp30M78",
+        "type": "video"
+      }
+    ]
   },
   "ts9pWxUimvFqfNJYCmNNw": {
     "title": "Rust",
@@ -491,12 +530,12 @@
   },
   "aNhyXWW2b7yKTv8y14zk9": {
     "title": "Point",
-    "description": "",
+    "description": "Point lights are one of the most common types of lights used in computer graphics and games. They resemble real-world light bulbs, emitting light uniformly in all directions.\n\nThese lights are available out of the box in most game engines and offer a range of customizable parameters, such as intensity, falloff, color, and more.\n\nPoint lights are the most straightforward type of light, making them ideal for quickly and intuitively lighting up your scenes.",
     "links": []
   },
   "FetbhcK1RDt4izZ6NEUEP": {
     "title": "Spot",
-    "description": "",
+    "description": "Spotlights are a common type of light in computer graphics and games that mimic the behavior of real-world spotlights. They offer a range of parameters to adjust their behavior, such as radius, cone angle, falloff, and intensity.\n\nSpotlights are readily available out of the box in both Unreal and Unity game engines, making them an accessible and powerful tool for adding realistic and dynamic lighting to your scenes.",
     "links": []
   },
   "sC3omOmL2DOyTSvET5cDa": {
@@ -531,8 +570,14 @@
   },
   "UcLGWYu41Ok2NYdLNIY5C": {
     "title": "Frustum",
-    "description": "",
-    "links": []
+    "description": "Frustum culling is a standard practice in computer graphics, used in virtually all games to optimize performance by not rendering objects outside of your field of view. Think of your field of view as a frustum, a truncated pyramid shape. The farthest side is called the far clip plane, and the closest side is the near clip plane. Any object in the game that doesn't fall within this frustum is culled, meaning it’s not rendered, to improve performance. This feature comes built-in with Unreal Engine.\n\nYou can also adjust the near and far clip planes to fine-tune culling. For example, if an object is too close to the camera, it may disappear because it crosses the near clip plane threshold. Similarly, objects that are too far away might be culled by the far clip plane. In some cases, distant objects are LOD-ed (Level of Detail), an optimization technique that reduces the detail of the mesh the farther you are from it, and increases detail as you get closer.\n\nFrustum culling is a fundamental technique that is implemented in virtually all modern games to ensure efficient rendering and smooth gameplay.",
+    "links": [
+      {
+        "title": "Frustum Culling - Game Optimization 101 - Unreal Engine",
+        "url": "https://www.youtube.com/watch?v=Ql56s1erTMI",
+        "type": "video"
+      }
+    ]
   },
   "_1LkU258hzizSIgXipE0b": {
     "title": "Light",
@@ -572,7 +617,13 @@
   "ffa5-YxRhE3zhWg7KXQ4r": {
     "title": "OpenGL",
     "description": "Open GL, also known as Open Graphics Library, is a cross-language, cross-platform API designed to render 2D and 3D vector graphics. As a software interface for graphics hardware, Open GL provides programmers the ability to create complex graphics visuals in detail. It was first developed by Silicon Graphics Inc. in 1992 and quickly became a highly popular tool in the graphics rendering industry. Open GL is widely used in CAD, virtual reality, scientific visualization, information visualization, and flight simulation. It is also used in video games production where real-time rendering is a requirement. The API is designed to work with a broad range of hardware from different manufacturers. Being open-source, Open GL's code capabilities can be extended by anyone in the software community.",
-    "links": []
+    "links": [
+      {
+        "title": "OpenGL Tutorials",
+        "url": "https://youtube.com/playlist?list=PLPaoO-vpZnumdcb4tZc4x5Q-v7CkrQ6M-&si=Mr71bYJMgoDhN9h-",
+        "type": "video"
+      }
+    ]
   },
   "CeydBMwckqKll-2AgOlyd": {
     "title": "WebGL",
@@ -597,7 +648,13 @@
   "oEznLciLxZJaulMlBGgg4": {
     "title": "Metal",
     "description": "Metal is a low-level, high-performance, application programming interface (API) developed by Apple. It debuted in iOS 8 and is dedicated to graphics and data-parallel computations. Essentially, it's designed to exploit modern GPU architecture on Apple devices, optimizing performance and power efficiency. This API applies to various platforms, including iOS, macOS, and tvOS. In contrast to high-level APIs like OpenGL, Metal offers a much lower overhead, allowing more direct control over the GPU. For developers, it means that they can squeeze better performance out of the hardware compared to higher-level APIs. With Metal, developers have a much more detailed view and control on the GPU which results in better graphical output and smoother performance.",
-    "links": []
+    "links": [
+      {
+        "title": "Metal Documentation",
+        "url": "https://developer.apple.com/metal/",
+        "type": "article"
+      }
+    ]
   },
   "yPfhJSTFS7a72UcqF1ROK": {
     "title": "Vulkan",
@@ -707,7 +764,13 @@
   "rGEHTfdNeBAX3_XqC-vvI": {
     "title": "Reinforcements Learning",
     "description": "`Reinforcement Learning` is a type of Machine Learning which is geared towards making decisions. It involves an agent that learns to behave in an environment, by performing certain actions and observing the results or rewards/results it gets. The main principle of reinforcement learning is to reward good behavior and penalize bad behavior. The agent learns from the consequences of its actions, rather than from being taught explicitly. In the context of game development, reinforcement learning could be used to develop an AI (Artificial Intelligence) which can improve its performance in a game based on reward-driven behavior. The AI gradually learns the optimal strategy, known as policy, to achieve the best result.",
-    "links": []
+    "links": [
+      {
+        "title": "AI Learns to Walk (deep reinforcement learning)",
+        "url": "https://m.youtube.com/watch?v=L_4BPjLBF4E",
+        "type": "video"
+      }
+    ]
   },
   "9_OcZ9rzedDFfwEYxAghh": {
     "title": "Learning",
diff --git a/public/roadmap-content/git-github.json b/public/roadmap-content/git-github.json
index 2e7cf29d6..e352c2ebd 100644
--- a/public/roadmap-content/git-github.json
+++ b/public/roadmap-content/git-github.json
@@ -1,7 +1,7 @@
 {
   "HlUUGj3dOZ68t4gIjerXh": {
     "title": "Learn the Basics",
-    "description": "A Version Control System (VCS) is a tool that helps developers manage changes to their code over time. It allows multiple versions of a project to exist simultaneously, making it easier to collaborate with others and maintain a record of all modifications.\n\nLearn more from the following resources:",
+    "description": "A Version Control System (VCS) is a tool that helps developers manage changes to their code over time. It allows multiple versions of a project to exist simultaneously, making it easier to collaborate with others and maintain a record of all modifications.\n\nVisit the following resources to learn more:",
     "links": [
       {
         "title": "What is version control?",
@@ -37,32 +37,82 @@
   },
   "bY6b1GV2XQQ52NOx8gWFj": {
     "title": "What is Version Control?",
-    "description": "",
-    "links": []
+    "description": "Version control is a system that manages and tracks changes to files over time, allowing multiple people to collaborate on a project while maintaining a history of all modifications. It records changes to files, such as code, documents, or configuration files, and stores them in a repository. With version control, developers can revert to previous versions, compare differences between versions, and understand the evolution of a project. It supports features like branching, where different lines of development can occur independently, and merging, which combines changes from different branches. Overall, version control ensures that changes are organized, recoverable, and easily managed, making it a critical tool in software development and collaborative projects.\n\nLearn more from the following resources:",
+    "links": [
+      {
+        "title": "What is version control?",
+        "url": "https://www.atlassian.com/git/tutorials/what-is-version-control",
+        "type": "article"
+      },
+      {
+        "title": "What is Git? Explained in 2 minutes",
+        "url": "https://www.youtube.com/watch?v=2ReR1YJrNOM",
+        "type": "video"
+      }
+    ]
   },
   "dhIx1GnynvbSUriqYLUt0": {
     "title": "Why use Version Control?",
-    "description": "",
-    "links": []
+    "description": "Using version control is essential for managing changes in software development, as it enables tracking of modifications, collaboration, and maintaining a history of your project. It allows multiple developers to work on the same codebase simultaneously without overwriting each other's work, providing a clear record of who made changes and why. Version control systems facilitate rollback to previous versions if issues arise, and they support branching and merging, which are crucial for experimenting with new features and managing different stages of development. Overall, version control ensures code quality, accountability, and efficient collaboration in projects.\n\nLearn more from the following resources:",
+    "links": [
+      {
+        "title": "Benefits of using version control",
+        "url": "https://www.techrepublic.com/article/version-control-benefits/",
+        "type": "article"
+      },
+      {
+        "title": "What is version control and why is it important?",
+        "url": "https://start.docuware.com/blog/document-management/what-is-version-control-why-is-it-important",
+        "type": "article"
+      }
+    ]
   },
   "_jSTrYN9G8EsGHkbusKPU": {
     "title": "Git vs Other VCS",
-    "description": "",
-    "links": []
+    "description": "Git has become the de facto standard for source control in software development, but it's not the only version control system (VCS) available. Here are some key differences between Git and other popular VCS:\n\n*   Mercurial: Mercurial is a distributed VCS that uses a similar architecture to Git. However, it has a more centralized approach and doesn't use hashes for tracking changes.\n*   Subversion: Subversion is a centralized VCS that's often compared to Git. While both systems support branching and merging, Subversion requires a central server to manage the repository.\n*   Perforce: Perforce is a commercial VCS that's designed for large-scale development projects. It uses a centralized approach and has features like build automation and issue tracking.\n*   CVS: CVS is an older version control system that's still in use today. However, it lacks many modern features and is often considered outdated.\n\nVisit the following resources to learn more:",
+    "links": [
+      {
+        "title": "Git vs. Other VCS: A Comparative Analysis",
+        "url": "https://medium.com/@pascalchinedu2000/git-vs-other-vcs-a-comparative-analysis-5cb03ad58e0e",
+        "type": "article"
+      }
+    ]
   },
   "v7hCNbgPByi3YiLSs46BK": {
     "title": "Installing Git Locally",
-    "description": "",
-    "links": []
+    "description": "To use Git on your local machine, you need to install it first. The installation process varies depending on your operating system:\n\n*   On Windows: Download the binary from the official Git or GitHub release page and follow the installation instructions.\n*   On macOS (using Homebrew): Run `brew install git` in your terminal.\n*   On Linux: Run `sudo apt-get install git` or `sudo yum install git` depending on your distribution.\n\nOnce installed, you can verify the Git version by running `git --version` in your terminal. This will display the currently installed Git version.\n\nVisit the following resources to learn more:",
+    "links": [
+      {
+        "title": "Git - Downloads",
+        "url": "https://git-scm.com/downloads",
+        "type": "article"
+      },
+      {
+        "title": "Install Git",
+        "url": "https://github.com/git-guides/install-git",
+        "type": "article"
+      }
+    ]
   },
   "PtU5Qwfzn3N1i3oRlCGoR": {
     "title": "What is a Repository",
-    "description": "",
-    "links": []
+    "description": "A repository is a storage location for your project's code, documentation, and other files. It serves as a central hub for collaboration, version control, and code management. It allows multiple people to work on the same project without overwriting each other's work.\n\nLearn more from the following resources:",
+    "links": [
+      {
+        "title": "About repositories",
+        "url": "hhttps://docs.github.com/en/repositories/creating-and-managing-repositories/about-repositories",
+        "type": "article"
+      },
+      {
+        "title": "What is a repository?",
+        "url": "https://www.gitkraken.com/learn/git/tutorials/what-is-a-git-repository",
+        "type": "article"
+      }
+    ]
   },
   "1iOkbO5juk2LO-WZHx_W6": {
     "title": "git init",
-    "description": "The `git init` command creates a new Git repository. It can be used to convert an existing, unversioned project to a Git repository or initialize a new, empty repository. Most other Git commands are not available outside of an initialized repository, so this is usually the first command you'll run in a new project.\n\nLearn more from the following resources:",
+    "description": "The `git init` command creates a new Git repository. It can be used to convert an existing, unversioned project to a Git repository or initialize a new, empty repository. Most other Git commands are not available outside of an initialized repository, so this is usually the first command you'll run in a new project.\n\nVisit the following resources to learn more:",
     "links": [
       {
         "title": "Git - git-init Documentation",
@@ -78,7 +128,7 @@
   },
   "NMCWgzhhfUvFOMO5GbF_u": {
     "title": "git config",
-    "description": "The `git config` command is a convenience function that is used to set Git configuration values on a global or local project level. These configuration levels correspond to .gitconfig text files. Executing `git config` will modify a configuration text file.\n\nThe most basic use case for `git config` is to invoke it with a configuration name, which will display the set value at that name. Configuration names are dot delimited strings composed of a 'section' and a 'key' based on their hierarchy. For example: `user.email`\n\nLearn more from the following resources:",
+    "description": "The `git config` command is a convenience function that is used to set Git configuration values on a global or local project level. These configuration levels correspond to .gitconfig text files. Executing `git config` will modify a configuration text file.\n\nThe most basic use case for `git config` is to invoke it with a configuration name, which will display the set value at that name. Configuration names are dot delimited strings composed of a 'section' and a 'key' based on their hierarchy. For example: `user.email`\n\nVisit the following resources to learn more:",
     "links": [
       {
         "title": "Git - git-config Documentation",
@@ -104,27 +154,66 @@
   },
   "tVvxC5JQgUb_B8kOqYpD8": {
     "title": "Local vs Global Config",
-    "description": "",
-    "links": []
+    "description": "To manage local and global configuration settings, you can use the git config command with the --local and --global options.\n\n*   Local configuration: Run `git config --local [key] [value]` to set a local configuration setting for the current repository.\n*   Global configuration: Use `git config --global [key] [value]` to set a global configuration setting that applies to all repositories on your system.\n\nVisit the following resources to learn more:",
+    "links": [
+      {
+        "title": "Customizing Git - Git Configuration",
+        "url": "https://git-scm.com/book/en/v2/Customizing-Git-Git-Configuration",
+        "type": "article"
+      },
+      {
+        "title": "A step-by-step guide to setting up global Git config properties",
+        "url": "https://medium.com/geekculture/a-step-by-step-guide-to-setting-up-git-config-global-properties-db6dbce30fa8",
+        "type": "article"
+      }
+    ]
   },
   "Sv36oxTZwlUv-i1K28NeP": {
     "title": "Working Directory",
-    "description": "",
-    "links": []
+    "description": "A working directory in Git is the local environment where files are stored and modified as part of a project. It reflects the current state of the project's files, allowing developers to edit, add, or delete files. Changes made in the working directory can be staged for commit, which means they're prepared for inclusion in the next commit. The working directory is connected to the Git repository, and it helps manage the differences between the committed history and the current state of the files. It plays a central role in tracking changes, testing, and developing new features.\n\nLearn more from the following resources:",
+    "links": [
+      {
+        "title": "Git vs Working Directory",
+        "url": "https://codesweetly.com/git-vs-working-directory/",
+        "type": "article"
+      }
+    ]
   },
   "h71Tx3nkfUrnhaqcHlDkQ": {
     "title": "Staging Area",
-    "description": "",
-    "links": []
+    "description": "In Git, a staging area serves as an intermediate step between your local repository changes and the actual commit.\n\n*   Temporary storage: The staging area holds changes that are intended to be part of the next commit.\n*   Previewing changes: It allows you to preview your changes before committing them.\n\nVisit the following resources to learn more:",
+    "links": [
+      {
+        "title": "Getting Started - What is Git? - Staging Area",
+        "url": "https://git-scm.com/book/en/v2/Getting-Started-What-is-Git%3F#:~:text=The%20staging%20area%20is%20a,area%E2%80%9D%20works%20just%20as%20well.",
+        "type": "article"
+      },
+      {
+        "title": "What are Staged Changes in Git?",
+        "url": "https://www.youtube.com/watch?v=HyeNfWZBut8",
+        "type": "video"
+      }
+    ]
   },
   "2_z3R7seCvQVj-Na4H1SV": {
     "title": "Committing Changes",
-    "description": "",
-    "links": []
+    "description": "Committing changes in Git is a crucial part of version control, allowing you to save your progress and record a snapshot of your project's current state.\n\nVisit the following resources to learn more:",
+    "links": [
+      {
+        "title": "How git commit works",
+        "url": "https://github.com/git-guides/git-commit",
+        "type": "article"
+      },
+      {
+        "title": "Git commit",
+        "url": "https://www.atlassian.com/git/tutorials/saving-changes/git-commit",
+        "type": "article"
+      }
+    ]
   },
   "oz2oRAhaEQb0Fm3aRJQG8": {
     "title": ".gitignore",
-    "description": "Ignored files are tracked in a special file named `.gitignore` that is checked in at the root of your repository. There is no explicit git ignore command: instead the `.gitignore` file must be edited and committed by hand when you have new files that you wish to ignore. `.gitignore` files contain patterns that are matched against file names in your repository to determine whether or not they should be ignored.\n\nLearn more from the following resources:",
+    "description": "Ignored files are tracked in a special file named `.gitignore` that is checked in at the root of your repository. There is no explicit git ignore command: instead the `.gitignore` file must be edited and committed by hand when you have new files that you wish to ignore. `.gitignore` files contain patterns that are matched against file names in your repository to determine whether or not they should be ignored.\n\nVisit the following resources to learn more:",
     "links": [
       {
         "title": "gitignore Documentation",
@@ -145,32 +234,87 @@
   },
   "IfUm5D_zNaUKMd4HX4Fi4": {
     "title": "Viewing Commit History",
-    "description": "",
-    "links": []
+    "description": "Viewing commit history is a crucial aspect of Git, allowing users to examine the chronological record of repository changes. This feature is essential for understanding project evolution, tracking modifications, and facilitating effective team collaboration. Git provides various commands like `git log` and its options (e.g., `--oneline`, `--graph`, `--patch`, `--stat`) to display commit history in different formats. Users can filter commits by author, date range, and other criteria. By regularly reviewing commit history and following best practices such as writing clear commit messages and using tags, developers can gain valuable insights into their project's development and make informed decisions about future changes.\n\nVisit the following resources to learn more:",
+    "links": [
+      {
+        "title": "Git Basics - Viewing the Commit History",
+        "url": "https://git-scm.com/book/en/v2/Git-Basics-Viewing-the-Commit-History",
+        "type": "article"
+      },
+      {
+        "title": "How to Use Git Log to View Commit History",
+        "url": "https://www.freecodecamp.org/news/git-log-command/",
+        "type": "article"
+      }
+    ]
   },
   "bXfCUG3h1TIFPgD4WUDph": {
     "title": "Branching Basics",
-    "description": "",
-    "links": []
+    "description": "Branches in Git serve as separate lines of development that allow multiple features or changes to be worked on simultaneously without affecting the main codebase. With branches, you can create isolated environments for different tasks, collaborate with others, and manage complex workflows.\n\nVisit the following resources to learn more:",
+    "links": [
+      {
+        "title": "Git Branching - Basic Branching and Merging",
+        "url": "https://git-scm.com/book/en/v2/Git-Branching-Basic-Branching-and-Merging",
+        "type": "article"
+      },
+      {
+        "title": "Git Branches Tutorial",
+        "url": "https://www.youtube.com/watch?v=e2IbNHi4uCI",
+        "type": "video"
+      }
+    ]
   },
   "OegitQ5Ngjvd3ZfMpfrkM": {
     "title": "Creating Branch",
-    "description": "",
-    "links": []
+    "description": "Creating a branch in Git is a fundamental part of working with version control, allowing you to work on different features or fixes without affecting the main codebase. You can create branches either through the terminal or github interface\n\nVisit the following resources to learn more:",
+    "links": [
+      {
+        "title": "Git branch documentation",
+        "url": "https://git-scm.com/docs/git-branch",
+        "type": "article"
+      },
+      {
+        "title": "Git branch",
+        "url": "https://www.atlassian.com/git/tutorials/using-branches",
+        "type": "article"
+      }
+    ]
   },
   "_dPOVUbxApx0pfKPH8fgr": {
     "title": "Renaming Branch",
-    "description": "",
-    "links": []
+    "description": "Renaming a branch in Git means changing the name of a branch to something different while preserving its history and the commits it contains. The branch itself remains the same in terms of the code and history it tracks, but the reference (the name by which you refer to it) is updated\n\nVisit the following resources to learn more:",
+    "links": [
+      {
+        "title": "Renaming a branch - GitHub Docs",
+        "url": "https://docs.github.com/github/administering-a-repository/renaming-a-branch",
+        "type": "article"
+      },
+      {
+        "title": "Git Rename Branch – How to Change a Local Branch Name",
+        "url": "https://www.freecodecamp.org/news/git-rename-branch-how-to-change-a-local-branch-name/",
+        "type": "article"
+      }
+    ]
   },
   "1uDenoQ6zu7CT69FR2iQB": {
     "title": "Deleting Branch",
-    "description": "",
-    "links": []
+    "description": "Deleting a Git branch means removing a line of development from your Git repository. A branch in Git is essentially a pointer to a specific commit, representing an independent line of development. When you delete a branch, you’re removing this pointer, making that line of development no longer accessible through the branch name.\n\nVisit the following resources to learn more:",
+    "links": [
+      {
+        "title": "Creating and deleting branches within your repository",
+        "url": "https://docs.github.com/articles/creating-and-deleting-branches-within-your-repository",
+        "type": "article"
+      },
+      {
+        "title": "How to Delete a Git Branch Both Locally and Remotely",
+        "url": "https://www.freecodecamp.org/news/how-to-delete-a-git-branch-both-locally-and-remotely/",
+        "type": "article"
+      }
+    ]
   },
   "PtRo-wGiNAagZ6CykfvMr": {
     "title": "Checkout Branch",
-    "description": "In Git, to \"checkout\" from a branch means to switch your working directory to that branch, making it the active branch. This updates your files to match the state of that branch and allows you to work on it.\n\nLearn more from the following resources:",
+    "description": "In Git, to \"checkout\" from a branch means to switch your working directory to that branch, making it the active branch. This updates your files to match the state of that branch and allows you to work on it.\n\nVisit the following resources to learn more:",
     "links": [
       {
         "title": "git-checkout",
@@ -191,67 +335,178 @@
   },
   "sNuy6NMjLOEkJlqdEjFPq": {
     "title": "Merging Basics",
-    "description": "",
-    "links": []
+    "description": "A merge in Git is the process of combining changes from one branch into another. When you want to integrate updates from one branch (the source) into another branch (the target), you need to perform a merge. This involves resolving conflicts between the two branches, if any exist. The goal of merging is to create a new commit that represents the combined changes from both branches, resulting in a single, cohesive history for your project.\n\nVisit the following resources to learn more:",
+    "links": [
+      {
+        "title": "Git Branching - Basic Merging",
+        "url": "https://git-scm.com/book/en/v2/Git-Branching-Basic-Branching-and-Merging#:~:text=into%20master%20later.-,Basic%20Merging,-Suppose%20you%E2%80%99ve%20decided",
+        "type": "article"
+      },
+      {
+        "title": "Git merge",
+        "url": "https://www.atlassian.com/git/tutorials/using-branches/git-merge",
+        "type": "article"
+      }
+    ]
   },
   "NeSvgS2yA5x8qbcJHrV__": {
     "title": "GitHub Essentials",
-    "description": "",
+    "description": "GitHub Essentials refers to the core features and functionalities that form the foundation of GitHub's version control and collaboration platform. These essentials include repositories for storing and managing code, branches for parallel development, pull requests for code review and merging, issues for tracking tasks and bugs, and collaborative tools like project boards and wikis. Understanding and mastering these fundamental components allows developers to effectively manage their projects, collaborate with team members, and contribute to open-source initiatives, making GitHub an indispensable tool in modern software development workflows.",
     "links": []
   },
   "i7fIIHcBEk473te8bniJ5": {
     "title": "Creating Account",
-    "description": "",
-    "links": []
+    "description": "To get started with GitHub, you'll need to create a free personal account on [GitHub.com](http://GitHub.com) and verify your email address. Every person who uses [GitHub.com](http://GitHub.com) signs in to a personal account. Your personal account is your identity on [GitHub.com](http://GitHub.com) and has a username and profile.\n\nVisit the following resources to learn more:",
+    "links": [
+      {
+        "title": "Creating an account on GitHub",
+        "url": "https://docs.github.com/en/get-started/start-your-journey/creating-an-account-on-github",
+        "type": "article"
+      }
+    ]
   },
   "qZFtRABvlBbVvsy6T00J2": {
     "title": "GitHub Interface",
-    "description": "",
-    "links": []
+    "description": "The GitHub interface is a web-based platform that provides a user-friendly environment for managing and collaborating on software projects. It offers a comprehensive set of tools and features accessible through an intuitive layout, including repository management, code browsing, issue tracking, pull requests, and project boards. The interface is designed to streamline workflows, facilitate team communication, and enhance productivity for developers of all skill levels. With its clean and organized structure, users can easily navigate between different sections of their projects, review code changes, manage tasks, and interact with team members, making it an essential tool for modern software development and version control.\n\nVisit the following resources to learn more:",
+    "links": [
+      {
+        "title": "GitHub Desktop App",
+        "url": "https://github.com/apps/desktop",
+        "type": "article"
+      },
+      {
+        "title": "Getting Started with GitHub",
+        "url": "https://digital.gov/resources/an-introduction-github/",
+        "type": "article"
+      }
+    ]
   },
   "GS3f1FKFVKT0-GJQrgCm8": {
     "title": "Setting up Profile",
-    "description": "",
-    "links": []
+    "description": "On GitHub, creating a profile is an essential step in showcasing yourself as a developer or contributor.\n\n*   Sharing information: Your profile page allows others to find out more about you, including your interests and skills.\n*   Showcasing projects: You can display your notable projects and contributions, giving a glimpse into your work experience.\n*   Expressing identity: The profile also serves as an opportunity for personal expression, allowing you to convey your unique personality and style within the GitHub community.\n\nVisit the following resources to learn more:",
+    "links": [
+      {
+        "title": "Setting up your profile",
+        "url": "https://docs.github.com/en/get-started/start-your-journey/setting-up-your-profile",
+        "type": "article"
+      },
+      {
+        "title": "GitHub Profile Readme",
+        "url": "https://www.youtube.com/watch?v=KhGWbt1dAKQ",
+        "type": "video"
+      }
+    ]
   },
   "c_FO6xMixrrMo6iisfsvl": {
     "title": "Creating Repositories",
-    "description": "",
-    "links": []
+    "description": "Creating a Git repository means setting up a system to track changes in your project's files over time. This is crucial for version control, allowing you to manage, review, and collaborate on code efficiently.\n\nVisit the following resources to learn more:",
+    "links": [
+      {
+        "title": "Quickstart for repositories - GitHub Docs",
+        "url": "https://docs.github.com/en/repositories/creating-and-managing-repositories/quickstart-for-repositories",
+        "type": "article"
+      }
+    ]
   },
   "KbVvFVQ4k77R2_ddsc7WT": {
     "title": "Profile Readme",
-    "description": "",
-    "links": []
+    "description": "A GitHub Profile README is a special repository that allows users to showcase their skills, projects, and personality directly on their GitHub profile. To create one, you need to make a new repository with the same name as your GitHub username. This repository should contain a [README.md](http://README.md) file, which GitHub will automatically display on your profile page. The README can be customized with Markdown formatting, allowing you to add text, images, links, and even dynamic content like GitHub stats or recent blog posts. This feature provides a unique opportunity to make your GitHub profile more engaging and informative for visitors, effectively serving as a personalized landing page for your GitHub presence.\n\nVisit the following resources to learn more:",
+    "links": [
+      {
+        "title": "Managing your profile README",
+        "url": "https://docs.github.com/en/account-and-profile/setting-up-and-managing-your-github-profile/customizing-your-profile/managing-your-profile-readme",
+        "type": "article"
+      },
+      {
+        "title": "GitHub Profile README",
+        "url": "https://www.youtube.com/watch?v=KhGWbt1dAKQ",
+        "type": "video"
+      }
+    ]
   },
   "HEqBbw_A4ZbJI5zEy8ViN": {
     "title": "Private vs Public",
-    "description": "",
-    "links": []
+    "description": "GitHub offers both private and public repositories, each serving different purposes in software development. Public repositories are visible to everyone on the internet, making them ideal for open-source projects, collaboration, and showcasing work to a wider audience. They encourage community contributions and can help developers build their portfolios. Private repositories, on the other hand, are only accessible to the repository owner and designated collaborators. These are suitable for proprietary code, sensitive projects, or work that's not ready for public consumption. Private repositories offer greater control over access and visibility, making them essential for businesses and individuals who need to keep their code confidential.\n\nVisit the following resources to learn more:",
+    "links": [
+      {
+        "title": "About project visibility",
+        "url": "https://docs.github.com/en/repositories/creating-and-managing-repositories/about-repositories#about-repository-visibility",
+        "type": "article"
+      }
+    ]
   },
   "aWx9WHUrgofcTr8B-fQYe": {
     "title": "Git Remotes",
-    "description": "",
-    "links": []
+    "description": "In Git, a remote is a reference to a repository that exists on another server or system. Remotes allow you to access and interact with a copy of your repository that is stored elsewhere, making it possible to collaborate with others, share your work, and maintain multiple copies of your repository for backup and disaster recovery purposes. When you add a remote to your local repository, Git creates a reference to the remote repository, enabling you to push changes from your local repository to the remote one, pull changes from the remote to your local one, or fetch changes from the remote without updating your local copy. This enables distributed development and helps maintain a centralized version of your project's history, making it easier to track changes, manage conflicts, and ensure that everyone has access to the most up-to-date code.\n\nVisit the following resources to learn more:",
+    "links": [
+      {
+        "title": "About remote repositories",
+        "url": "https://docs.github.com/en/get-started/getting-started-with-git/about-remote-repositories",
+        "type": "article"
+      },
+      {
+        "title": "What is a Remote Repository? [Beginner Git Tutorial]",
+        "url": "https://www.youtube.com/watch?v=Lb4yvfrX_7I",
+        "type": "video"
+      }
+    ]
   },
   "sBQOInoFBU9XfkPZ-JlyT": {
     "title": "Managing Remotes",
-    "description": "",
-    "links": []
+    "description": "In Git, a remote repository refers to a copy of a project's source code stored on a server or other machine.\n\n*   Adding remotes: Use `git remote add [name] [url]` to add a new remote repository. This allows you to track changes and push/pull updates from the remote.\n*   Listing remotes: Run `git remote -v` to list all configured remotes with their URLs.\n*   Renaming remotes: Update the name of an existing remote using `git remote rename [old-name] [new-name]`.\n*   Deleting remotes: Remove a remote repository with `git remote remove [name]`.\n\nManaging remotes is essential for collaborating on projects or tracking changes from upstream sources.\n\nVisit the following resources to learn more:",
+    "links": [
+      {
+        "title": "Managing remote repositories",
+        "url": "https://docs.github.com/en/get-started/getting-started-with-git/managing-remote-repositories",
+        "type": "article"
+      }
+    ]
   },
   "ZVMCh9om37ee1qsecFa-N": {
     "title": "Pushing / Pulling Changes",
-    "description": "",
-    "links": []
+    "description": "When you pull changes in Git, you're fetching and integrating changes from a remote repository into your local repository. This operation updates your local branch with the latest changes from the remote branch. Whereas When you push changes in Git, you're sending your local commits to a remote repository, such as GitHub, GitLab, or Bitbucket. This operation updates the remote repository with your latest changes.\n\nVisit the following resources to learn more:",
+    "links": [
+      {
+        "title": "Pushing commits to a remote repository",
+        "url": "https://docs.github.com/en/get-started/using-git/pushing-commits-to-a-remote-repository",
+        "type": "article"
+      },
+      {
+        "title": "A Comprehensive Guide to git pull and git push",
+        "url": "https://dev.to/alexmercedcoder/mastering-git-a-comprehensive-guide-to-git-pull-and-git-push-2eo3",
+        "type": "article"
+      },
+      {
+        "title": "GIT Push and Pull Tutorial",
+        "url": "https://www.datacamp.com/tutorial/git-push-pull",
+        "type": "article"
+      }
+    ]
   },
   "Gybnekbd1rJKTOf4hJ4Sh": {
     "title": "Fetch without Merge",
-    "description": "",
-    "links": []
+    "description": "Running `git fetch` retrieves changes from a remote repository into your local clone, but does not automatically merge any of these changes into your local working directory. This is different from `git pull`, which both fetches and merges remote changes. By using fetch without merge, you can ensure that your local clone is up-to-date with the latest information from the remote repository, while leaving your working directory unchanged. You can then choose to apply these changes by using merge or rebase. This approach helps maintain a clean and consistent local state, making it easier to manage and commit changes.\n\nVisit the following resources to learn more:",
+    "links": [
+      {
+        "title": "Git Fetch",
+        "url": "https://git-scm.com/docs/git-fetch",
+        "type": "article"
+      },
+      {
+        "title": "Git fetch",
+        "url": "https://www.atlassian.com/git/tutorials/syncing/git-fetch",
+        "type": "article"
+      },
+      {
+        "title": "Git Fetch | What is Git Fetch and How to Use it | Learn Git",
+        "url": "https://www.youtube.com/watch?v=uEEcw1s_wWk",
+        "type": "video"
+      }
+    ]
   },
   "d_GNnB6PBINz1jxGNWAE-": {
     "title": "Collaboration on GitHub",
-    "description": "Collaboration on GitHub is a powerful way for multiple people to work together on the same project, using Git as the version control system. GitHub provides various tools and workflows that make collaboration efficient and organized.\n\nLearn more from the following resources:",
+    "description": "Collaboration on GitHub is a powerful way for multiple people to work together on the same project, using Git as the version control system. GitHub provides various tools and workflows that make collaboration efficient and organized.\n\nVisit the following resources to learn more:",
     "links": [
       {
         "title": "How to collaborate in a GitHub project",
@@ -272,21 +527,53 @@
   },
   "l1Wf7Pe_ah8ycCgslfSK4": {
     "title": "Forking vs Cloning",
-    "description": "",
-    "links": []
-  },
-  "crdllx5cH_seIpgVPvHg_": {
-    "title": "Issues",
-    "description": "",
-    "links": []
-  },
-  "1Koej79yTv-OAswVZwgGq": {
-    "title": "Cloning Repositories",
-    "description": "Cloning a repository in Git and GitHub involves creating a local copy of a remote repository on your computer. This allows you to work on the project locally, commit changes, and later push those changes back to the remote repository.\n\nLearn more from the following resources:",
+    "description": "Forking and cloning are two fundamental concepts in Git, particularly when working with repositories hosted on platforms like GitHub, GitLab, or Bitbucket. While both actions involve copying a repository, they serve different purposes and have distinct workflows. Cloning a repository means creating a local copy of a repository that exists on a remote server (e.g., GitHub) on your local machine. This allows you to work on the project locally, make changes, and then push those changes back to the remote repository if you have the necessary permissions. Forking a repository is specific to platforms like GitHub, GitLab, and Bitbucket. When you fork a repository, you create a copy of someone else’s repository in your own account. This forked repository is independent of the original and can be modified without affecting the original project.\n\nVisit the following resources to learn more:",
     "links": [
       {
-        "title": "Git clone",
-        "url": "https://git-scm.com/docs/git-clone/en",
+        "title": "The difference between forking and cloning a repository",
+        "url": "https://github.com/orgs/community/discussions/35849",
+        "type": "article"
+      },
+      {
+        "title": "Git fork vs. clone: What's the difference?",
+        "url": "https://www.theserverside.com/answer/Git-fork-vs-clone-Whats-the-difference",
+        "type": "article"
+      },
+      {
+        "title": "Git Fork vs. Git Clone: What's the Difference?",
+        "url": "https://youtu.be/6YQxkxw8nhE?si=mJNvcaB4lQccsU57",
+        "type": "video"
+      },
+      {
+        "title": "GitHub Forking vs Cloning: Key Differences Explained",
+        "url": "https://youtu.be/yQSjqYs2UBE?si=3BKYtWmkLIMWvA6G",
+        "type": "video"
+      }
+    ]
+  },
+  "crdllx5cH_seIpgVPvHg_": {
+    "title": "Issues",
+    "description": "On GitHub, an issue is a way to track and report bugs, feature requests, or other problems with a repository. Here are some key aspects of issues:\n\n*   Creating issues: Users can create new issues by submitting a form on the repository's Issues page.\n*   Issue titles and descriptions: Each issue has a title and body (description), which provide context for the problem or request.\n*   Assignees: Issues can be assigned to specific users, who are then responsible for addressing the issue.\n*   Labels: Labels are used to categorize issues by topic, priority, or other criteria. This helps filter and organize issues within a repository.\n*   States: Issues have states that reflect their status, such as \"Open\", \"Closed\", or \"Pending\".\n*   Comments: Users can comment on existing issues to discuss or provide additional context.\n*   Labels and milestones: Issues can be associated with labels (topics) and milestones (deadlines), which help filter and prioritize them.\n\nIssues are a core feature of GitHub repositories, enabling teams to collaborate effectively on resolving problems and implementing new features.\n\nVisit the following resources to learn more:",
+    "links": [
+      {
+        "title": "About Issues",
+        "url": "https://docs.github.com/en/issues/tracking-your-work-with-issues/about-issues",
+        "type": "article"
+      },
+      {
+        "title": "What is GitHub Issues?",
+        "url": "https://www.youtube.com/watch?v=6HWw7rhwvtY",
+        "type": "video"
+      }
+    ]
+  },
+  "1Koej79yTv-OAswVZwgGq": {
+    "title": "Cloning Repositories",
+    "description": "Cloning a repository in Git and GitHub involves creating a local copy of a remote repository on your computer. This allows you to work on the project locally, commit changes, and later push those changes back to the remote repository.\n\nVisit the following resources to learn more:",
+    "links": [
+      {
+        "title": "Git clone",
+        "url": "https://git-scm.com/docs/git-clone/en",
         "type": "article"
       },
       {
@@ -308,17 +595,44 @@
   },
   "x6eILrLCQrVpz4j8uOuy6": {
     "title": "Pull Requests",
-    "description": "",
-    "links": []
+    "description": "A pull request is a proposal to merge a set of changes from one branch into another. In a pull request, collaborators can review and discuss the proposed set of changes before they integrate the changes into the main codebase. Pull requests display the differences, or diffs, between the content in the source branch and the content in the target branch.\n\nVisit the following resources to learn more:",
+    "links": [
+      {
+        "title": "Creating a pull request",
+        "url": "https://docs.github.com/articles/creating-a-pull-request",
+        "type": "article"
+      },
+      {
+        "title": "Pull Requests",
+        "url": "https://www.atlassian.com/git/tutorials/making-a-pull-request#:~:text=In%20their%20simplest%20form%2C%20pull,request%20via%20their%20Bitbucket%20account.",
+        "type": "article"
+      },
+      {
+        "title": "GitHub Pull Request in 100 Seconds ",
+        "url": "https://youtu.be/8lGpZkjnkt4?si=qbCQ8Uvzn9GN2koL",
+        "type": "video"
+      }
+    ]
   },
   "8lXXVFkgK6n5IHaYkYe3l": {
     "title": "PR from a Fork",
-    "description": "",
-    "links": []
+    "description": "Creating a pull request from a fork on GitHub is a common workflow for contributing to open-source projects or collaborating on repositories you don't have direct write access to. After forking the original repository to your GitHub account, you can make changes in your fork, commit them, and then create a pull request to propose these changes to the original repository. This process allows project maintainers to review your contributions, discuss any necessary modifications, and ultimately merge your changes into the main project if they're approved. It's an essential feature that facilitates collaboration and code review in distributed development environments.\n\nVisit the following resources to learn more:",
+    "links": [
+      {
+        "title": "Creating a pull request from a fork",
+        "url": "https://docs.github.com/en/pull-requests/collaborating-with-pull-requests/proposing-changes-to-your-work-with-pull-requests/creating-a-pull-request-from-a-fork",
+        "type": "article"
+      },
+      {
+        "title": "How to Create a Pull Request from a Fork on GitHub",
+        "url": "https://www.youtube.com/watch?v=a_FLqX3vGR4",
+        "type": "video"
+      }
+    ]
   },
   "r-u1vTpUyuvsB0revOU0C": {
     "title": "Collaborators",
-    "description": "Collaborators in GitHub are users who have been granted direct access to a repository by the repository owner or organization administrators. Collaborators can perform actions like pushing commits, creating branches, and managing issues or pull requests, depending on the permissions granted to them. They are typically added to private repositories or to public repositories where more control over contributions is needed.\n\nLearn more from the following resources:",
+    "description": "Collaborators in GitHub are users who have been granted direct access to a repository by the repository owner or organization administrators. Collaborators can perform actions like pushing commits, creating branches, and managing issues or pull requests, depending on the permissions granted to them. They are typically added to private repositories or to public repositories where more control over contributions is needed.\n\nVisit the following resources to learn more:",
     "links": [
       {
         "title": "How to add collaborators to your personal projects",
@@ -349,52 +663,139 @@
   },
   "y4DkB5NvTh41IeT0G2gr-": {
     "title": "Labelling Issues / PRs",
-    "description": "",
-    "links": []
+    "description": "On GitHub, labels are a way to categorize issues and pull requests (PRs) by topic, priority, or other criteria. Some common labels used are:\n\n*   `Bug`\n*   `Duplicate`\n*   `Enhancement`\n*   `Feature request`\n*   `High priority`\n*   `Needs feedback`\n\nVisit the following resources to learn more:",
+    "links": [
+      {
+        "title": "Managing labels",
+        "url": "https://docs.github.com/en/issues/using-labels-and-milestones-to-track-work/managing-labels",
+        "type": "article"
+      }
+    ]
   },
   "dQS1V0zZxeKhHhUo3STBK": {
     "title": "Saved Replies",
-    "description": "",
-    "links": []
+    "description": "GitHub allows you to save frequently used comments and reuse them when discussing issues or pull requests.\n\n*   Saved replies: You can create pre-written comments that can be easily added to conversations.\n*   Customization: Saved replies can be edited to fit specific situations, making it easy to tailor your responses.\n\nVisit the following resources to learn more:",
+    "links": [
+      {
+        "title": "Using saved replies",
+        "url": "https://docs.github.com/en/get-started/writing-on-github/working-with-saved-replies/using-saved-replies",
+        "type": "article"
+      },
+      {
+        "title": "Walkthrough: Using Github’s “Saved Replies” to make life consistent and easy",
+        "url": "https://prowe214.medium.com/walkthrough-using-githubs-saved-replies-to-make-life-consistent-and-easy-80f23efe6a0",
+        "type": "article"
+      }
+    ]
   },
   "oWMaOWU06juoIuzXNe-wt": {
     "title": "Mentions",
-    "description": "",
+    "description": "Mentions on GitHub allow you to notify specific users or teams about comments, issues, pull requests, or other activities. This feature improves collaboration by encouraging participation and discussion among team members, increasing visibility of important topics, and streamlining communication within your repository. To use mentions, simply type `@username` or `@teamname` in a comment, and GitHub will auto-complete the mention as you type, automatically linking their username to the comment and notifying them about the discussion.",
     "links": []
   },
   "XstmIysIi_lWo6RzszLBt": {
     "title": "Reactions",
-    "description": "",
-    "links": []
+    "description": "Reactions in GitHub are a way for users to express their feelings or opinions about issues, pull requests, comments, and other discussions without adding additional comments. They are similar to \"likes\" or \"emojis\" on social media platforms, providing a quick and non-verbal way to engage with content.\n\nVisit the following resources to learn more:",
+    "links": [
+      {
+        "title": "Add Reactions to Pull Requests, Issues, and Comments",
+        "url": "https://github.blog/news-insights/product-news/add-reactions-to-pull-requests-issues-and-comments/",
+        "type": "article"
+      }
+    ]
   },
   "0rHDUbAdXqH9zQW2VfJ8v": {
     "title": "Merge Strategies",
-    "description": "",
+    "description": "When combining changes from one branch into another, Git provides various merge strategies to choose from. These methods allow for flexibility and customization in integrating code updates into your main branch. The available options include:\n\n*   Fast Forward (FF)\n*   Non-Fast Forward\n*   Rebase\n*   Squash\n*   Cherry Picking",
     "links": []
   },
   "agtPWS8j6i6wQPk10cy8E": {
     "title": "Fast-Forward vs Non-FF",
-    "description": "",
-    "links": []
+    "description": "In Git, when you merge branches, there are two primary types of merges: Fast-Forward and Non-Fast-Forward (No-FF). These terms describe how Git handles the history and pointers when merging branches. Understanding the difference between these two types of merges is crucial for managing your project's commit history effectively.\n\nA Fast-Forward merge occurs when the branch you are merging into (often main or master) has not diverged from the branch you are merging (often a feature branch). In other words, the commit history of the target branch is a strict subset of the branch being merged. In a Fast-Forward merge, Git simply moves the pointer of the target branch forward to the latest commit on the branch being merged. No new merge commit is created; the history is linear.\n\nA Non-Fast-Forward (No-FF) merge happens when the target branch has diverged from the branch being merged or when you explicitly choose to create a merge commit. In this case, Git creates a new commit that represents the merging of the two branches. Git creates a new merge commit that has two parent commits: one from the target branch and one from the branch being merged. The merge commit is a snapshot of the merged work, preserving the history of both branches.\n\nVisit the following resources to learn more:",
+    "links": [
+      {
+        "title": "Git Fast-Forward VS Non-Fast-Forward",
+        "url": "https://leimao.github.io/blog/Git-Fast-Forward-VS-Non-Fast-Forward/",
+        "type": "article"
+      },
+      {
+        "title": "Git Merge: To Squash Or Fast-Forward?",
+        "url": "https://dev.to/trpricesoftware/git-merge-to-squash-or-fast-forward-3791",
+        "type": "article"
+      },
+      {
+        "title": "Difference between a git fast forward and no fast forward",
+        "url": "https://gist.github.com/moraisaugusto/1fa02c49b6d9833fcdf665505595ac2e",
+        "type": "article"
+      },
+      {
+        "title": "GIT Fast Forward Visualized",
+        "url": "https://youtu.be/DN1fNYoJgDw?si=_TZKACj4SCOuESGm",
+        "type": "video"
+      },
+      {
+        "title": "git merge no fast forward",
+        "url": "https://youtu.be/X_8atqzsO8U?si=e9hMQg_aWLRMWf4O",
+        "type": "video"
+      }
+    ]
   },
   "9Dt4Gyiiq5jteWSKxsRMK": {
     "title": "Handling Conflicts",
-    "description": "",
-    "links": []
+    "description": "When multiple developers work on the same project simultaneously, conflicts can arise during the merging process. This occurs when changes made by different individuals overlap or contradict each other in a specific code file. In such situations, Git's conflict resolution mechanism comes into play, allowing users to manually resolve these issues and merge the conflicting changes.\n\nVisit the following resources to learn more:",
+    "links": [
+      {
+        "title": "Resolving a merge conflict using the command line",
+        "url": "https://docs.github.com/en/pull-requests/collaborating-with-pull-requests/addressing-merge-conflicts/resolving-a-merge-conflict-using-the-command-line",
+        "type": "article"
+      },
+      {
+        "title": "Resolve merge conflicts in Visual Studio",
+        "url": "https://learn.microsoft.com/en-us/visualstudio/version-control/git-resolve-conflicts?view=vs-2022",
+        "type": "article"
+      },
+      {
+        "title": "Resolve Git MERGE CONFLICTS: The Definitive Guide",
+        "url": "https://www.youtube.com/watch?v=Sqsz1-o7nXk",
+        "type": "video"
+      }
+    ]
   },
   "99FVJ3Zs8n6lr8L95mG6g": {
     "title": "Rebase",
-    "description": "",
-    "links": []
+    "description": "Rebasing in Git is a powerful and potentially complex feature used to reorganize or modify a series of commits. The primary purpose of rebasing is to create a cleaner, more linear project history by moving or combining changes from one branch onto another.\n\nVisit the following resources to learn more:",
+    "links": [
+      {
+        "title": "Rebasing",
+        "url": "https://git-scm.com/book/en/Git-Branching-Rebasing",
+        "type": "article"
+      }
+    ]
   },
   "Z-srOhYFGVEKDexlJ6cjt": {
     "title": "Squash",
-    "description": "",
-    "links": []
+    "description": "Squashing in Git, refers to the process of combining multiple commits into a single commit. This is often done to create a cleaner and more concise commit history, especially before merging a feature branch into the main branch.\n\nVisit the following resources to learn more:",
+    "links": [
+      {
+        "title": "Git Squash Commits",
+        "url": "https://www.freecodecamp.org/news/git-squash-commits/",
+        "type": "article"
+      },
+      {
+        "title": "How to Squash Commits in Git",
+        "url": "https://medium.com/iosnesia/how-to-squash-commits-in-git-e73a41248211",
+        "type": "article"
+      },
+      {
+        "title": "GIT Tutorial - How to Squash Commits",
+        "url": "https://youtu.be/viY1BbKZhSI?si=kORsEzQvCRFGauQa",
+        "type": "video"
+      }
+    ]
   },
   "eFf2fesrs-1aVM5tH3ORQ": {
     "title": "Cherry Picking Commits",
-    "description": "Cherry-picking in Git allows you to apply a specific commit from one branch to another, without merging the entire branch. This is useful when you want to bring in a specific feature or fix from one branch to another without incorporating all the changes from the source branch.\n\nLearn more from the following resources:",
+    "description": "Cherry-picking in Git allows you to apply a specific commit from one branch to another, without merging the entire branch. This is useful when you want to bring in a specific feature or fix from one branch to another without incorporating all the changes from the source branch.\n\nVisit the following resources to learn more:",
     "links": [
       {
         "title": "git-cherry-pick-docs",
@@ -415,7 +816,7 @@
   },
   "7lRUYWNSpHvJ-QyIE8RMa": {
     "title": "Commit Messages",
-    "description": "A Git commit message is a brief explanation of the changes introduced in a particular commit. It helps others (and your future self) understand the purpose of the changes and the context behind them. Writing clear and informative commit messages is an important practice for maintaining a well-organized and easily navigable project history.\n\nLearn more from the following resources:",
+    "description": "A Git commit message is a brief explanation of the changes introduced in a particular commit. It helps others (and your future self) understand the purpose of the changes and the context behind them. Writing clear and informative commit messages is an important practice for maintaining a well-organized and easily navigable project history.\n\nVisit the following resources to learn more:",
     "links": [
       {
         "title": "How to Write Better Git Commit Messages",
@@ -446,17 +847,39 @@
   },
   "ks1Pip-RM-UWD6zuF2j4n": {
     "title": "Branch Naming",
-    "description": "",
-    "links": []
+    "description": "A well-defined branch naming convention is essential for maintaining a clean and organized Git workflow. It's recommended to use descriptive and meaningful names that clearly indicate the purpose of each branch. For example, using prefixes like `feature/`, `fix/`, or `docs/` can help identify whether a branch is related to new feature development, bug fixes, or documentation updates. Additionally, including the issue or task ID (e.g., `issue/123`) can provide context and make it easier for team members to find relevant information. By following a consistent naming convention, you can improve collaboration, reduce confusion, and increase the overall efficiency of your Git workflow.\n\nVisit the following resources to learn more:",
+    "links": [
+      {
+        "title": "Naming conventions for Git Branches — a Cheatsheet",
+        "url": "https://medium.com/@abhay.pixolo/naming-conventions-for-git-branches-a-cheatsheet-8549feca2534",
+        "type": "article"
+      },
+      {
+        "title": "Git Branching Naming Convention: Best Practices to Follow",
+        "url": "https://phoenixnap.com/kb/git-branch-name-convention",
+        "type": "article"
+      }
+    ]
   },
   "GwDNk2HBjASr_NWIL4G3-": {
     "title": "PR Guidelines",
-    "description": "",
-    "links": []
+    "description": "Pull Request (PR) guidelines are essential for maintaining a smooth and efficient code review process in collaborative development environments. These guidelines typically outline best practices for creating, formatting, and submitting PRs, ensuring that changes are well-documented, easy to review, and align with the project's standards. They may cover aspects such as PR size, commit message formatting, documentation requirements, and testing expectations. By establishing clear PR guidelines, teams can streamline their workflow, improve code quality, and facilitate effective communication among contributors.\n\nVisit the following resources to learn more:",
+    "links": [
+      {
+        "title": "Best practices for pull requests",
+        "url": "https://docs.github.com/en/pull-requests/collaborating-with-pull-requests/getting-started/best-practices-for-pull-requests",
+        "type": "article"
+      },
+      {
+        "title": "Pull Request Guidelines",
+        "url": "https://opensource.creativecommons.org/contributing-code/pr-guidelines/",
+        "type": "article"
+      }
+    ]
   },
   "xLB2fhsOm0Vu3xg_PusJB": {
     "title": "Code Reviews",
-    "description": "The purpose of a code review in software development is to help ensure that the code meets the organization’s standards and requirements, is of high quality, and is maintainable. In addition to identifying errors and bugs, code reviews also promote a culture of learning and collaboration among the development team.\n\nSome of the benefits of code reviews include:\n\n*   Increase code quality by identifying defects in the code and issues such as security vulnerabilities and performance problems—before developers merge the code into an upstream branch.\n*   Ensure compliance with organizational standards, regulations, and the team’s code style.\n*   Save time and money by detecting issues earlier in the software development process before they become more complex and expensive to fix.\n*   Boost collaboration, communication, and knowledge sharing among developers by providing a forum to discuss code and ask questions, share ideas and best practices, and learn from each other.\n*   Ensure that the code is maintainable by identifying any software maintenance issues and suggesting improvements.\n\nLearn more from the following links:",
+    "description": "The purpose of a code review in software development is to help ensure that the code meets the organization’s standards and requirements, is of high quality, and is maintainable. In addition to identifying errors and bugs, code reviews also promote a culture of learning and collaboration among the development team.\n\nSome of the benefits of code reviews include:\n\n*   Increase code quality by identifying defects in the code and issues such as security vulnerabilities and performance problems—before developers merge the code into an upstream branch.\n*   Ensure compliance with organizational standards, regulations, and the team’s code style.\n*   Save time and money by detecting issues earlier in the software development process before they become more complex and expensive to fix.\n*   Boost collaboration, communication, and knowledge sharing among developers by providing a forum to discuss code and ask questions, share ideas and best practices, and learn from each other.\n*   Ensure that the code is maintainable by identifying any software maintenance issues and suggesting improvements.\n\nVisit the following resources to learn more:",
     "links": [
       {
         "title": "A practical guide for better, faster code reviews",
@@ -472,32 +895,81 @@
   },
   "pJ-najh7dXhhYA_0bDiR5": {
     "title": "Contribution Guidelines",
-    "description": "",
-    "links": []
+    "description": "Contribution guidelines are essential for collaborative projects on GitHub as they help streamline collaboration, set expectations for contributions, and maintain the project's quality and consistency.\n\nVisit the following resources to learn more:",
+    "links": [
+      {
+        "title": "Setting guidelines for respository contributors",
+        "url": "https://docs.github.com/articles/setting-guidelines-for-repository-contributors",
+        "type": "article"
+      },
+      {
+        "title": "Contributing Guidelines",
+        "url": "https://github.blog/news-insights/contributing-guidelines/",
+        "type": "article"
+      },
+      {
+        "title": "Contributing Guides: A Template",
+        "url": "https://github.com/nayafia/contributing-template",
+        "type": "article"
+      },
+      {
+        "title": "How to Build a CONTRIBUTING.md",
+        "url": "https://mozillascience.github.io/working-open-workshop/contributing/",
+        "type": "article"
+      }
+    ]
   },
   "D2WIExwfSnkAPIa5O-Hp5": {
     "title": "Documentation",
-    "description": "",
-    "links": []
+    "description": "A well-maintained repository should include documentation that helps others understand the project, its context, and how to contribute to it. This is essential for fostering a community around your project and making it easier for newcomers to join in.\n\nHere are some key sections of documentation that you should consider including in each repository:\n\n*   [README.md](http://README.md): A brief introduction to the project, explaining what it's about, why it exists, and how to get started.\n*   [CONTRIBUTING.md](http://CONTRIBUTING.md): Guidelines on how others can contribute to the project, including steps for reporting issues, submitting pull requests, or suggesting new features.\n*   LICENSE: Information about the license under which the repository is released, ensuring users understand their rights and responsibilities when using your code.\n*   CHANGELOG: A history of changes made to the project over time, highlighting significant updates, bug fixes, or feature additions.\n\nThese documents help ensure a smooth onboarding process for contributors, making it easier for them to collaborate effectively and enhance the overall project.\n\nVisit the following resources to learn more:",
+    "links": [
+      {
+        "title": "How to Manage Documentation in a GitHub Repository: A Guide for Junior Developers",
+        "url": "https://dev.to/mochafreddo/how-to-manage-documentation-in-a-github-repository-a-guide-for-junior-developers-pgo",
+        "type": "article"
+      }
+    ]
   },
   "1Ulxl4VUvRSfyCPpi-iv8": {
     "title": "Markdown",
-    "description": "",
-    "links": []
+    "description": "Markdown is a simple way to add formatting to text without using HTML tags or other complex syntax. It's easy to read and write, making it suitable for documentation, README files, and more. Some basic GitHub Markdown features include:\n\n*   Basic syntax: Use headers (`# Heading`), bold/italic text (**bold**, _italic_), and lists (- item) to format text.\n*   Links: Create links with `[text](url)` or `[text][ref]`.\n*   Images: Embed images with `[![alt-text](image-url)]`.\n\nBy using Markdown, you can easily format text within your GitHub repository, making it easier to read and understand for yourself and others.\n\nVisit the following resources to learn more:",
+    "links": [
+      {
+        "title": "Basic writing and formatting syntax",
+        "url": "https://docs.github.com/en/get-started/writing-on-github/getting-started-with-writing-and-formatting-on-github/basic-writing-and-formatting-syntax",
+        "type": "article"
+      },
+      {
+        "title": "Markdown Cheatsheet",
+        "url": "https://github.com/adam-p/markdown-here/wiki/Markdown-Cheatsheet",
+        "type": "article"
+      }
+    ]
   },
   "WIVr7JxO1AJTNObW8mtY3": {
     "title": "Project Readme",
-    "description": "",
-    "links": []
+    "description": "A GitHub project README is a crucial document that serves as the front page of a repository, providing essential information about the project. It typically includes a brief description of the project's purpose, installation instructions, usage guidelines, and contribution procedures. A well-crafted README helps visitors quickly understand the project's goals, how to get started, and how they can participate. It often contains badges indicating build status, code coverage, and other metrics, as well as links to documentation, issue trackers, and community channels. By effectively communicating the project's value and guiding new users and potential contributors, a good README significantly enhances a project's visibility, adoption, and collaboration potential on GitHub.\n\nVisit the following resources to learn more:",
+    "links": [
+      {
+        "title": "About READMEs",
+        "url": "https://docs.github.com/en/repositories/managing-your-repositorys-settings-and-features/customizing-your-repository/about-readmes",
+        "type": "article"
+      },
+      {
+        "title": "How to write a good README",
+        "url": "https://bulldogjob.com/readme/how-to-write-a-good-readme-for-your-github-project",
+        "type": "article"
+      }
+    ]
   },
-  "Ddkss13_qDJTquDHbVTVs": {
+  "github-wikis@lONqOqD-4slxa9B5i9ADX.md": {
     "title": "GitHub Wikis",
     "description": "",
     "links": []
   },
   "i3AbARgzQtxtlB-1AS8zv": {
     "title": "Clean Git History",
-    "description": "Cleaning up Git history can make your commit history more readable, concise, and organized. Here are some of the reasons why you'd want to clean your git history:\n\n*   makes it easy to decipher the order of the commits in your repository\n*   It facilitates finding commits that might have introduced bugs and enable rollback if necessary\n*   To be able to deploy any commit on your development branch using your CI/CD system\n*   If you are handling mobile app releases and you are responsible for figuring out what feature is in which release.\n\nLearn more from the following resources:",
+    "description": "Cleaning up Git history can make your commit history more readable, concise, and organized. Here are some of the reasons why you'd want to clean your git history:\n\n*   makes it easy to decipher the order of the commits in your repository\n*   It facilitates finding commits that might have introduced bugs and enable rollback if necessary\n*   To be able to deploy any commit on your development branch using your CI/CD system\n*   If you are handling mobile app releases and you are responsible for figuring out what feature is in which release.\n\nVisit the following resources to learn more:",
     "links": [
       {
         "title": "Clean GIT history — a Step by Step Guide",
@@ -513,182 +985,507 @@
   },
   "yMx3LdadPz4g25CL3N8da": {
     "title": "Working in a Team",
-    "description": "",
+    "description": "Working in a team on GitHub involves collaborative development using Git's distributed version control system. Team members can work on separate branches, create pull requests for code reviews, and merge changes into the main codebase. GitHub's features like issues, projects, and discussions facilitate communication and project management. Effective teamwork on GitHub requires clear communication, adherence to agreed-upon workflows, and proper use of Git commands to manage code changes and resolve conflicts. This collaborative approach enables teams to work efficiently on complex projects, maintain code quality, and track progress effectively.\n\nGitHub also offers an organization and team management interface, allowing teams to manage projects, members, and collaboration settings.",
     "links": []
   },
   "RMrxQLhrINO5g4Mhxh5qS": {
     "title": "GitHub Organizations",
-    "description": "",
-    "links": []
+    "description": "GitHub Organizations are shared accounts that provide centralized management and collaboration for multiple projects and teams. They offer enhanced administrative controls, allowing owners to create teams with specific access permissions, manage member roles, and oversee repositories at scale. Organizations facilitate better project coordination, resource sharing, and team communication, making them ideal for businesses, open-source projects, and large-scale collaborations. With features like team discussions, project boards, and audit logs, GitHub Organizations streamline workflow management and foster a more structured and secure development environment.\n\nVisit the following resources to learn more:",
+    "links": [
+      {
+        "title": "About Organizations",
+        "url": "https://docs.github.com/en/organizations/collaborating-with-groups-in-organizations/about-organizations",
+        "type": "article"
+      },
+      {
+        "title": "Set up a GitHub Organization",
+        "url": "https://www.youtube.com/watch?v=XowSSIhJFuk",
+        "type": "video"
+      }
+    ]
   },
   "_ft-uvXt6s_xrcMT3fbSF": {
     "title": "Collaborators / Members",
-    "description": "",
-    "links": []
+    "description": "In GitHub, collaborators and members refer to individuals who contribute to or have access to your repository. Collaborators are users who have been granted permission to contribute code, make changes, and push updates to your repository, whereas members are the owners of a repository, including organization owners who have full control over their team's repositories. Members can be either individual collaborators or part of an organization team, with varying levels of access and permissions based on their role within the team.\n\nVisit the following resources to learn more:",
+    "links": [
+      {
+        "title": "Inviting collaborators to a personal repository",
+        "url": "https://docs.github.com/en/account-and-profile/setting-up-and-managing-your-personal-account-on-github/managing-access-to-your-personal-repositories/inviting-collaborators-to-a-personal-repository",
+        "type": "article"
+      },
+      {
+        "title": "REST API endpoints for collaborators",
+        "url": "https://docs.github.com/en/rest/collaborators/collaborators?apiVersion=2022-11-28",
+        "type": "article"
+      }
+    ]
   },
   "wydgCxR5VnieBpRolXt8i": {
     "title": "Teams within Organization",
-    "description": "",
-    "links": []
+    "description": "GitHub Organizations allow you to create teams within your organization, which helps in organizing members based on their roles and responsibilities.\n\n*   Grouping: Team members can be grouped together according to the company or group's structure.\n*   Access permissions: Access permissions can be cascaded from one team member to another.\n*   Mentions: Team mentions allow for easy referencing of specific teams in repository discussions.\n\nVisit the following resources to learn more:",
+    "links": [
+      {
+        "title": "Organizing members into teams",
+        "url": "https://docs.github.com/en/organizations/organizing-members-into-teams",
+        "type": "article"
+      },
+      {
+        "title": "Best practices for organizations and teams using GitHub Enterprise Cloud",
+        "url": "https://github.blog/enterprise-software/devops/best-practices-for-organizations-and-teams-using-github-enterprise-cloud/",
+        "type": "article"
+      }
+    ]
   },
   "DzFJDdqnSy5GeGHWOpcVo": {
     "title": "GitHub Projects",
-    "description": "",
-    "links": []
+    "description": "GitHub Projects is a flexible project management tool integrated directly into GitHub repositories. It allows teams to create customizable project boards, track issues and pull requests, and manage workflows using Kanban-style columns or table views. With features like automated workflows, custom fields, and various visualization options, GitHub Projects helps teams organize, prioritize, and track work across multiple repositories. This tool enhances collaboration, increases transparency, and streamlines project management processes, making it easier for developers and stakeholders to stay aligned on project goals and progress.\n\nVisit the following resources to learn more:",
+    "links": [
+      {
+        "title": "About Projects",
+        "url": "https://docs.github.com/en/issues/planning-and-tracking-with-projects/learning-about-projects/about-projects",
+        "type": "article"
+      },
+      {
+        "title": "How to use Projects Roadmap",
+        "url": "https://www.youtube.com/watch?v=D80u__nYYWw",
+        "type": "video"
+      }
+    ]
   },
   "q0zy_hXav5iXw8LpGVJVd": {
     "title": "Project Planning",
-    "description": "",
-    "links": []
+    "description": "Project planning on GitHub is a comprehensive process that leverages the platform's built-in tools to organize, track, and manage software development projects efficiently. It typically involves using features such as Issues for task tracking, Projects for kanban-style boards, Milestones for grouping related issues and pull requests, and Labels for categorization. These tools, combined with GitHub's collaborative features like pull requests and code reviews, enable teams to create structured workflows, set priorities, assign tasks, and monitor progress throughout the development lifecycle. By centralizing project management within the same platform used for version control, GitHub streamlines communication and enhances productivity for development teams of all sizes.\n\nVisit the following resources to learn more:",
+    "links": [
+      {
+        "title": "Project planning for developers",
+        "url": "https://github.com/features/issues",
+        "type": "article"
+      },
+      {
+        "title": "GitHub Project Management",
+        "url": "https://www.youtube.com/watch?v=oPQgFxHcjAw",
+        "type": "video"
+      }
+    ]
   },
   "RFJgfuxoVxt22QlwLI5mW": {
     "title": "Kanban Boards",
-    "description": "",
-    "links": []
-  },
-  "sxvT2hGko2PDRBoBrCGWD": {
-    "title": "Roadmaps",
-    "description": "",
-    "links": []
-  },
-  "TNBz5755PhI6iKxTQTqcS": {
+    "description": "On GitHub, Kanban boards provide a visual representation of issues as they move through the development process.\n\nA Kanban board typically has columns representing different stages or states, such as \"To-Do\", \"In-Progress\", and \"Done\". Each issue is represented by a card on the board, which can be moved between columns as its state changes. Users can drag and drop issue cards to move them from one column to another, reflecting progress or completion.\n\nVisit the following resources to learn more:",
+    "links": [
+      {
+        "title": "Projects - Boards - Changing the layout of a view",
+        "url": "https://docs.github.com/en/issues/planning-and-tracking-with-projects/customizing-views-in-your-project/changing-the-layout-of-a-view",
+        "type": "article"
+      },
+      {
+        "title": "GitHub Project Management - Create GitHub Project Board & Automations",
+        "url": "https://www.youtube.com/watch?v=oPQgFxHcjAw",
+        "type": "video"
+      }
+    ]
+  },
+  "sxvT2hGko2PDRBoBrCGWD": {
+    "title": "Roadmaps",
+    "description": "GitHub roadmaps are a feature that helps you visualize and organize plans for your projects, allowing you to create a high-level view of milestones and goals, and collaborate on planning and tracking progress with team members.\n\nVisit the following resources to learn more:",
+    "links": [
+      {
+        "title": "Customizing the roadmap layout",
+        "url": "https://docs.github.com/en/issues/planning-and-tracking-with-projects/customizing-views-in-your-project/customizing-the-roadmap-layout",
+        "type": "article"
+      },
+      {
+        "title": "Learn how to use Project Roadmaps - GitHub Checkout",
+        "url": "https://www.youtube.com/watch?v=D80u__nYYWw",
+        "type": "video"
+      }
+    ]
+  },
+  "TNBz5755PhI6iKxTQTqcS": {
     "title": "Automations",
-    "description": "",
-    "links": []
+    "description": "To add automation to your GitHub project, use built-in workflows that can trigger actions such as setting fields on item changes or archiving items meeting specific criteria, and also configure automatic item addition from repositories based on matching criteria.\n\nVisit the following resources to learn more:",
+    "links": [
+      {
+        "title": "Automating your project",
+        "url": "https://docs.github.com/en/issues/planning-and-tracking-with-projects/automating-your-project",
+        "type": "article"
+      },
+      {
+        "title": "GitHub Project Management - Create GitHub Project Board & Automations",
+        "url": "https://www.youtube.com/watch?v=oPQgFxHcjAw&t=600s",
+        "type": "video"
+      }
+    ]
   },
   "snWQHCQECZyUXHdn6ppIk": {
     "title": "GitHub Discussions",
-    "description": "",
-    "links": []
+    "description": "GitHub Discussions is a collaborative communication feature within GitHub repositories that provides a dedicated space for community conversations, questions, and knowledge sharing. It allows team members, contributors, and users to engage in threaded discussions, share ideas, ask for help, and make announcements outside of specific code changes or issues. This feature enhances project collaboration by centralizing important conversations, reducing noise in the issue tracker, and fostering a sense of community around open-source projects or team initiatives.\n\nVisit the following resources to learn more:",
+    "links": [
+      {
+        "title": "official GitHub Discussions Docs",
+        "url": "https://docs.github.com/en/discussions",
+        "type": "article"
+      },
+      {
+        "title": "What is GitHub Discussions?",
+        "url": "https://www.youtube.com/watch?v=bErGYN3Ljz8",
+        "type": "video"
+      }
+    ]
   },
   "X9K3PBpGsMoXkJsKdJPI7": {
     "title": "Git Stash Basics",
-    "description": "",
-    "links": []
+    "description": "Git stash allows you to temporarily save your changes, or \"stashes\", when they're not yet ready for commit. This feature is useful when you need to work on multiple tasks, and want to switch between them without committing changes that are not complete. By using `git stash`, you can quickly stash uncommitted changes, reset the working directory to a clean state, and then apply the stashed changes later when they're ready for commit. This helps avoid cluttering the commit history with incomplete work, and allows you to maintain a clean and organized repository by separating your progress on different tasks.\n\nTo apply a stash in Git, you can use the following commands:\n\n*   `git stash apply`: This command applies the topmost stash (the most recent one) by default. It will merge the stashed changes into your current working directory.\n*   `git stash apply <stash_name>`: If you want to specify a particular stash, you can use its name instead of default. For example, if you've stored multiple stashes and want to apply an earlier one, you can use <stash\\_name>.\n*   `git stash pop`: This command is similar to apply, but it also automatically deletes the applied stash from the stash list. If you need more control over which stash to apply, using pop might be a better option.\n\nVisit the following resources to learn more:",
+    "links": [
+      {
+        "title": "Git stash",
+        "url": "https://www.atlassian.com/git/tutorials/saving-changes/git-stash",
+        "type": "article"
+      },
+      {
+        "title": "A practical guide to using the git stash command",
+        "url": "https://opensource.com/article/21/4/git-stash",
+        "type": "article"
+      }
+    ]
   },
   "zen3RRdK9_nPAYgicRoHk": {
     "title": "History",
-    "description": "",
-    "links": []
+    "description": "The history of a Git repository is a record of all commits made over time, including changes to files, commit messages, and metadata. This history is stored as a series of snapshots, with each commit representing a new version of the codebase.\n\nVisit the following resources to learn more:",
+    "links": [
+      {
+        "title": "Git Basics - Viewing the Commit History",
+        "url": "https://git-scm.com/book/en/v2/Git-Basics-Viewing-the-Commit-History",
+        "type": "article"
+      }
+    ]
   },
   "lXC07j6dOa3rQixY1P-Ob": {
     "title": "Linear vs Non-Linear",
-    "description": "",
-    "links": []
+    "description": "In Git, linear and non-linear history refer to different ways of managing commit history.\n\n*   Linear history: A repository with a linear history has commits that are applied in a single, sequential order.\n*   Non-linear history: A repository with a non-linear history allows multiple branches or lines of development, which can be merged back into the main branch at different points.\n\nVisit the following resources to learn more:",
+    "links": [
+      {
+        "title": "Linear vs Non-Linear History",
+        "url": "https://idiv-biodiversity.github.io/git-knowledge-base/linear-vs-nonlinear.html",
+        "type": "article"
+      },
+      {
+        "title": "Linear git history - Part I",
+        "url": "https://jun-sheng.medium.com/linear-git-history-part-i-b97184dde252#:~:text=The%20benefit%20of%20having%20a%20linear%20git%20history&text=It%20is%20easier%20to%20understand,bisect%20to%20track%20a%20bug.",
+        "type": "article"
+      }
+    ]
   },
   "V8nLIvddyOKTzEjOJX5GW": {
     "title": "HEAD",
-    "description": "",
-    "links": []
+    "description": "The `HEAD` file is at the core of how Git knows the SHA-1 of the last commit when running commands like `git branch <branch>`. It serves as a symbolic reference, pointing to the current branch. However, in rare cases, HEAD can contain the actual SHA-1 value of a Git object, such as when checking out a tag, commit, or remote branch, which puts your repository in a \"detached HEAD\" state.\n\nVisit the following resources to learn more:",
+    "links": [
+      {
+        "title": "Git Internals - Git References - The HEAD",
+        "url": "https://git-scm.com/book/en/v2/Git-Internals-Git-References#:~:text=want%20to%20create.-,The%20HEAD,-The%20question%20now",
+        "type": "article"
+      },
+      {
+        "title": "Learn Git Essentials: Head & Detached Head",
+        "url": "https://www.youtube.com/watch?v=HvDjbAa9ZsY",
+        "type": "video"
+      }
+    ]
   },
   "0cLf7FiI9CX--UX45sm2f": {
     "title": "Detached HEAD",
-    "description": "",
-    "links": []
+    "description": "In Git, a detached head occurs when you check out a commit directly using its hash instead of a branch name. This leaves your repository's HEAD pointer pointing directly at that commit, rather than being linked to a specific branch. To view the history and changes made in a detached head, use `git log` or `git show`. If you want to see the differences between the current detached head and another branch, use `git diff <branch>`. A detached head can be a useful temporary state for exploring specific commits or features, but it's essential to merge those changes back into a branch before sharing them with others.\n\nVisit the following resources to learn more:",
+    "links": [
+      {
+        "title": "How to resolve detached HEAD state in Git",
+        "url": "https://graphite.dev/guides/how-to-resolve-detached-head-state-in-git",
+        "type": "article"
+      },
+      {
+        "title": "Head & Detached Head",
+        "url": "https://www.youtube.com/watch?v=HvDjbAa9ZsY",
+        "type": "video"
+      }
+    ]
   },
   "qFEonbCMLri8iA0yONwuf": {
     "title": "git log options",
-    "description": "",
-    "links": []
+    "description": "`git log` is a command in Git that shows the commit history of your repository. It provides a detailed view of all commits, including their hashes, authors, dates, and messages.\n\nHere are some common git log options:\n\n*   `-2`: Only show the last two commits.\n*   `--all`: Show all branches in the repository.\n*   `--graph`: Display the commit history as a graph.\n*   `--pretty`: Enable clean colorized output.\n*   `--no-color`: Disable colorized output.\n*   `--stat`: Show a statistical summary of changes.\n*   `**-S`: Only show commits with modified files.\n\nYou can combine these options to tailor your log output to suit your needs.\n\nFor example, `git log -2 --graph` will display the last two commits in graph form.\n\nVisit the following resources to learn more:",
+    "links": [
+      {
+        "title": "Git Log",
+        "url": "https://git-scm.com/docs/git-log",
+        "type": "article"
+      },
+      {
+        "title": "Git Log Cheatsheet",
+        "url": "https://elijahmanor.com/blog/git-log",
+        "type": "article"
+      }
+    ]
   },
   "0Yi4cryT2v2SGBjouOas3": {
     "title": "Undoing Changes",
-    "description": "",
+    "description": "If mistakes or unwanted changes have been committed to your Git repository, there are ways to correct them. Two common methods for reverting changes include:\n\n*   Git Reset: Resets the branch to a previous commit.\n*   Git Revert: Creates a new commit that reverts specified changes.",
     "links": []
   },
   "dLr55Om7IOvI53c1DgTKc": {
     "title": "git revert",
-    "description": "",
-    "links": []
+    "description": "Git revert is a command that allows you to \"undo\" or revert specific commits in your Git repository. It creates a new commit that reverses the changes made by the specified commit(s), effectively rolling back your code to a previous state.\n\nHere are some key things to know about `git revert`:\n\n*   Reverts changes, not moves HEAD: Unlike `git reset`, which can move your current branch's head to a different point in history, `git revert` creates new commits that reverse the changes made by specific commit(s).\n*   Creates new commits: Each time you use `git revert`, it creates a new commit that undoes the specified change. This means your Git history will still contain all previous commits.\n*   Can be used with multiple commits: If you want to revert multiple commits, simply specify their hashes or references (e.g., branch names) separated by commas.\n\nVisit the following resources to learn more:",
+    "links": [
+      {
+        "title": "Git Revert",
+        "url": "https://medium.com/@meghasharmaa704/git-revert-84727b543c17",
+        "type": "article"
+      },
+      {
+        "title": "Git Revert - Visualised",
+        "url": "https://www.youtube.com/watch?v=XJqQPNudPSY",
+        "type": "video"
+      }
+    ]
   },
   "igrR7LguU1jemg_mf_AD6": {
     "title": "git reset",
-    "description": "",
-    "links": []
+    "description": "Git reset is a command that allows you to \"undo\" or reset your current branch to a previous state by moving its HEAD pointer, effectively discarding changes made since then. When using git reset, it's essential to specify one of the three modes: soft, hard, or mixed. The mode you choose will determine how Git interacts with files in your working directory and staging area.\n\nVisit the following resources to learn more:",
+    "links": [
+      {
+        "title": "Git reset",
+        "url": "https://www.atlassian.com/git/tutorials/undoing-changes/git-reset",
+        "type": "article"
+      },
+      {
+        "title": "Git Reset | How to Use Git Reset | Learn Git",
+        "url": "https://www.youtube.com/watch?v=s1idhUiCk38",
+        "type": "video"
+      }
+    ]
   },
   "Uc7FyfAKpDFRGRNHwztFo": {
     "title": "--soft",
-    "description": "",
-    "links": []
+    "description": "In this mode, only the HEAD pointer is moved to the specified commit. The files in your working directory are not modified, but they remain as they were when you started the reset.",
+    "links": [
+      {
+        "title": "--soft documentation",
+        "url": "https://git-scm.com/docs/git-reset#Documentation/git-reset.txt---hard",
+        "type": "article"
+      }
+    ]
   },
   "V_joZNpQsS9G9PI-o-GmC": {
     "title": "--hard",
-    "description": "",
-    "links": []
+    "description": "With this option, both the HEAD pointer and the working directory's contents are updated to match the specified commit. Any changes made since then will be lost.\n\nVisit the following resources to learn more:",
+    "links": [
+      {
+        "title": "--hard documentation",
+        "url": "https://git-scm.com/docs/git-reset#Documentation/git-reset.txt---hard",
+        "type": "article"
+      }
+    ]
   },
   "qis7Z5VRxMcOmbesQlegZ": {
     "title": "--mixed",
-    "description": "",
-    "links": []
+    "description": "When using mixed mode, the HEAD pointer is moved to the specified commit. However, files in your working directory remain as they were before the reset. The staging area (index) is updated to match the specified commit.\n\nVisit the following resources to learn more:",
+    "links": [
+      {
+        "title": "--mixed documentation",
+        "url": "https://git-scm.com/docs/git-reset#Documentation/git-reset.txt---hard",
+        "type": "article"
+      }
+    ]
   },
   "-0zQvCHG8jS_ghSjmTeIx": {
     "title": "Viewing Diffs",
-    "description": "",
+    "description": "Viewing diffs in Git is crucial for understanding the changes made to your code. This is especially important when collaborating with others or reviewing your own work over time. Diffs show you exactly what lines have been added, modified, or removed between different versions of your files. This feature helps in code review processes, troubleshooting issues, and maintaining a clear history of your project's evolution. Git provides various commands and tools to view these differences, making it easier to track and manage changes effectively.",
     "links": []
   },
   "Rwpeltygwzcf6hnuZNURE": {
     "title": "Between Commits",
-    "description": "",
-    "links": []
+    "description": "To compare two specific commits in your Git history, use git diff followed by the hashes of the commits. This will show you the changes made between those two points, including added, modified, and deleted lines.\n\nVisit the following resources to learn more:",
+    "links": [
+      {
+        "title": "Comparing changes with Git diff",
+        "url": "https://refine.dev/blog/git-diff-command/",
+        "type": "article"
+      },
+      {
+        "title": "Git Diff 2 Different Commits, Tags or Branches",
+        "url": "https://www.youtube.com/watch?v=uq5VWPDCtFo",
+        "type": "video"
+      }
+    ]
   },
   "O-zoAWkDvyn7B8_TmY257": {
     "title": "Between Branches",
-    "description": "",
-    "links": []
+    "description": "When comparing the differences between two branches, such as a feature branch and its upstream parent branch, use `git diff <branch1>..<branch2>`. This command displays the changes made on the feature branch relative to the parent branch. It's useful for reviewing the impact of new features or changes before merging them into your mainline.\n\nVisit the following resources to learn more:",
+    "links": [
+      {
+        "title": "How to compare branches in Git diff",
+        "url": "https://scribehow.com/shared/How_to_Compare_Branches_in_GitHub__xsotezV-S1O-GL0PquqJwQ",
+        "type": "article"
+      },
+      {
+        "title": "How can I see the differences between two branches?",
+        "url": "https://stackoverflow.com/questions/9834689/how-can-i-see-the-differences-between-two-branches",
+        "type": "article"
+      }
+    ]
   },
   "mzjtCdpke1ayHcEuS-YUS": {
     "title": "Staged Changes",
-    "description": "",
-    "links": []
+    "description": "To view the changes you've staged with `git add`, but not yet committed, use `git diff --cached`. This command compares the staged files against their original versions in the repository. It's a quick way to review what you're about to commit before finalizing it.\n\nVisit the following resources to learn more:",
+    "links": [
+      {
+        "title": "What does Staged Changes mean in Git?",
+        "url": "https://dillionmegida.com/p/staged-changes-in-git/",
+        "type": "article"
+      },
+      {
+        "title": "What are Staged Changes in Git?",
+        "url": "https://www.youtube.com/watch?v=HyeNfWZBut8",
+        "type": "video"
+      }
+    ]
   },
   "uxqJzQFRcALqatNRIWR0w": {
     "title": "Unstaged Changes",
-    "description": "",
-    "links": []
+    "description": "For changes that are not yet staged with `git add`, such as untracked new files or modified existing ones, use `git diff --unified`. This command compares your working directory against the latest committed version of each file. It's a useful tool for reviewing any local modifications before deciding whether to stage them for future commits.",
+    "links": [
+      {
+        "title": "What are unstaged changes in GitHub?",
+        "url": "https://stackoverflow.com/questions/10954329/whats-the-unstaged-changes-in-github",
+        "type": "article"
+      },
+      {
+        "title": "How to unstage files in Git",
+        "url": "https://www.git-tower.com/learn/git/faq/git-unstage",
+        "type": "article"
+      }
+    ]
   },
   "sOoC-XxEoIvwKct00oKlX": {
     "title": "Rewriting History",
-    "description": "",
+    "description": "In certain situations, you might need to modify or remove commits from your Git repository's history. This can be achieved using various methods:\n\n*   `git commit --amend`: Allows you to edit the most recent commit.\n*   `git rebase`: Replaces one branch with another, preserving the commit history.\n*   `git filter-branch`: Removes specific commits from a branch without altering the original branch.\n*   `git push --force`: Updates the remote repository while respecting existing pull requests.\n\nRewriting history in Git is typically necessary when:\n\n*   Fixing mistakes: Correcting errors or typos in commit messages.\n*   Removing sensitive data: Deleting confidential information from commits, like API keys or database credentials.\n*   Simplifying complex histories: Reorganizing branches to improve clarity and reduce complexity.",
     "links": []
   },
   "NjPnEXLf1Lt9qzgxccogv": {
     "title": "git commit --amend",
-    "description": "",
-    "links": []
+    "description": "`git commit --amend` is a command used to modify the most recent commit in your repository's history by updating its message, adding or removing files, or changing the commit's metadata. This allows you to correct mistakes or improve the commit's description after it has been made. When using --amend, Git will replace the existing commit with a new one that includes any changes made since the last commit, effectively \"amending\" the previous commit.\n\nVisit the following resources to learn more:",
+    "links": [
+      {
+        "title": "Changing a commit message",
+        "url": "https://docs.github.com/en/enterprise-cloud@latest/pull-requests/committing-changes-to-your-project/creating-and-editing-commits/changing-a-commit-message",
+        "type": "article"
+      },
+      {
+        "title": "Rewriting history",
+        "url": "https://www.atlassian.com/git/tutorials/rewriting-history",
+        "type": "article"
+      },
+      {
+        "title": "Git Amend Tutorial: Rewrite Git History",
+        "url": "https://www.youtube.com/watch?v=q53umU5vMkk",
+        "type": "video"
+      }
+    ]
   },
   "HMEfUFNu_Wp_Pac7VWHr-": {
     "title": "git rebase",
-    "description": "",
-    "links": []
+    "description": "Git rebase is a powerful command in Git that allows you to integrate changes from one branch into another. Unlike git merge, which creates a new commit to combine the histories of two branches, git rebase moves or applies commits from one branch on top of another, effectively re-writing the commit history.\n\nVisit the following resources to learn more:",
+    "links": [
+      {
+        "title": "Git - git-rebase Documentation",
+        "url": "https://git-scm.com/docs/git-rebase",
+        "type": "article"
+      },
+      {
+        "title": "git rebase ",
+        "url": "https://www.atlassian.com/git/tutorials/rewriting-history/git-rebase",
+        "type": "article"
+      },
+      {
+        "title": "git rebase - Why, When & How to fix conflicts",
+        "url": "https://youtu.be/DkWDHzmMvyg?si=59jauQgkL-sMewzo",
+        "type": "video"
+      },
+      {
+        "title": "Git Rebase --interactive: EXPLAINED",
+        "url": "https://youtu.be/H7RFt0Pxxp8?si=gLhfkVW_PmWHBQSs",
+        "type": "video"
+      }
+    ]
   },
   "BKVA6Q7DXemAYjyQOA0nh": {
     "title": "git filter-branch",
-    "description": "",
+    "description": "You can use `git filter-branch` to rewrite Git revision history by applying custom filters on each revision.",
     "links": []
   },
   "OQOmxg9mCfcjt80hpvXkA": {
     "title": "git push --force",
-    "description": "",
-    "links": []
+    "description": "`git push --force` is a command that allows you to overwrite or \"force\" an existing commit on a remote repository with a new commit from your local repository. This can be useful in certain situations, such as when you need to update the remote branch with changes that were previously rejected or when you want to remove commits that are no longer relevant. However, it's essential to exercise caution when using git push --force because it can overwrite changes made by others or even your own previous work. Always verify that there are no conflicting changes on the remote repository before using this command.\n\nVisit the following resources to learn more:",
+    "links": [
+      {
+        "title": "Git Push Force",
+        "url": "https://www.gitkraken.com/learn/git/problems/git-push-force",
+        "type": "article"
+      },
+      {
+        "title": "How to force push to GitHub?",
+        "url": "https://www.youtube.com/watch?v=wgXbfLn-zkI",
+        "type": "video"
+      }
+    ]
   },
   "iFJBF-EEnLjQVsFSXjo_i": {
     "title": "Tagging",
-    "description": "",
-    "links": []
+    "description": "In Git, tags are used to identify specific points in a repository's history as being important. This feature allows developers to mark release points or milestones.\n\n*   Marking release points: Tags are typically used to mark release versions (e.g., v1.0, v2.0) of a project.\n*   Types of tags: There are different types of tags, including lightweight and annotated tags.\n\nVisit the following resources to learn more:",
+    "links": [
+      {
+        "title": "Git Basics - Tagging",
+        "url": "https://git-scm.com/book/en/v2/Git-Basics-Tagging",
+        "type": "article"
+      }
+    ]
   },
   "NeU38WPbEphJuJ_AMkH82": {
     "title": "Managing Tags",
-    "description": "",
-    "links": []
+    "description": "In Git, a tag is a named reference to a specific commit in the project's history.\n\n*   Creating tags: Use `git tag [name] [commit-hash]` to create a new tag. You can also use `git tag -a [name] -m \"[message]\" [commit-hash]` for annotated tags.\n*   Listing tags: Run `git tag` to display all existing tags.\n*   Deleting tags: Remove an existing tag with `git tag -d [tag-name]`.\n\nTags can be used for marking releases, milestones, or other significant events in a project's history.\n\nVisit the following resources to learn more:",
+    "links": [
+      {
+        "title": "Git Basics - Tagging",
+        "url": "https://git-scm.com/book/en/v2/Git-Basics-Tagging",
+        "type": "article"
+      },
+      {
+        "title": "Git — Use Tags for Versioning and Release Management",
+        "url": "https://medium.com/@KeyurRamoliya/git-use-tags-for-versioning-and-release-management-09aca9631eee",
+        "type": "article"
+      }
+    ]
   },
   "E3HAGNM-kXLL4Oci5JzpQ": {
     "title": "Pushing Tags",
-    "description": "",
-    "links": []
+    "description": "Pushing tags in Git is the process of sharing your local tags with a remote repository. Tags in Git are used to mark specific points in the repository's history, typically to signify a release or a milestone.\n\nVisit the following resources to learn more:",
+    "links": [
+      {
+        "title": "Tagging in git",
+        "url": "https://git-scm.com/book/en/Git-Basics-Tagging",
+        "type": "article"
+      },
+      {
+        "title": "How to Push Git Tags to Remote",
+        "url": "https://kodekloud.com/blog/how-to-push-git-tags-to-remote/",
+        "type": "article"
+      },
+      {
+        "title": "Git Push Tag to Remote Guide",
+        "url": "https://phoenixnap.com/kb/git-push-tag",
+        "type": "article"
+      }
+    ]
   },
   "62E1tDMXB6K74OEN0WsS0": {
     "title": "Checkout Tags",
-    "description": "Tags in Git are typically used to mark specific points in history, such as a release version. Checking out a tag means switching your working directory to the state of the repository at the point in time when that tag was created.\n\nLearn more from the following resources:",
+    "description": "Tags in Git are typically used to mark specific points in history, such as a release version. Checking out a tag means switching your working directory to the state of the repository at the point in time when that tag was created.\n\nVisit the following resources to learn more:",
     "links": [
       {
         "title": "How To Checkout Git Tags",
@@ -709,22 +1506,60 @@
   },
   "YmnTrjJtqHPXbEVrP8vd7": {
     "title": "GitHub Releases",
-    "description": "",
-    "links": []
+    "description": "GitHub Releases is a feature that allows developers to package and distribute software versions to users. It provides a way to create tagged points in a repository's history, attach binary files (such as compiled executables or packaged code), and include release notes. This feature makes it easy to track and manage different versions of a project, share pre-compiled binaries with users who may not want to build from source, and communicate changes and updates to the community. GitHub Releases integrates seamlessly with Git tags and can be automated as part of a continuous integration and deployment pipeline.\n\nVisit the following resources to learn more:",
+    "links": [
+      {
+        "title": "About Releases",
+        "url": "https://docs.github.com/en/repositories/releasing-projects-on-github/about-releases",
+        "type": "article"
+      },
+      {
+        "title": "REST API endpoints for releases",
+        "url": "https://docs.github.com/en/rest/releases/releases?apiVersion=2022-11-28",
+        "type": "article"
+      }
+    ]
   },
   "pqBV7BMAs0z6qpfZeW2XP": {
     "title": "Git hooks",
-    "description": "",
-    "links": []
+    "description": "Git hooks are scripts that run automatically at specific points during the Git workflow, such as when you commit, push, or pull changes from a repository. These scripts can be used to perform various tasks, like validating code, formatting files, or even sending notifications.\n\nThere are two types of Git hooks:\n\n*   Client-side hooks: Run on your local machine before committing changes.\n*   Server-side hooks: Run on the remote server when you push changes.\n\nVisit the following resources to learn more:",
+    "links": [
+      {
+        "title": "Customizing Git - Git Hooks",
+        "url": "https://git-scm.com/book/en/v2/Customizing-Git-Git-Hooks",
+        "type": "article"
+      },
+      {
+        "title": "Git hooks",
+        "url": "https://www.atlassian.com/git/tutorials/git-hooks",
+        "type": "article"
+      },
+      {
+        "title": "What are GitHooks? Explained in 5 minutes",
+        "url": "https://www.youtube.com/watch?v=1OFiiPretCM",
+        "type": "video"
+      }
+    ]
   },
   "v7uabKuMQPOD_hBIaHOVT": {
     "title": "What and Why?",
-    "description": "",
-    "links": []
+    "description": "Git hooks are customizable scripts that Git executes automatically before or after specific events, such as committing, pushing, or merging. These hooks allow developers to automate tasks, enforce coding standards, run tests, or perform other actions at crucial points in the Git workflow. By leveraging git hooks, teams can enhance their development process, maintain code quality, and ensure consistency across projects. Hooks can be implemented locally or shared among team members, providing a powerful mechanism for streamlining workflows and enforcing best practices throughout the development lifecycle.\n\nLearn more from the following resources:",
+    "links": [
+      {
+        "title": "Git Hooks",
+        "url": "https://www.atlassian.com/git/tutorials/git-hooks",
+        "type": "article"
+      },
+      {
+        "title": "What are Git Hooks?",
+        "url": "https://www.youtube.com/watch?v=1OFiiPretCM",
+        "type": "video"
+      }
+    ]
   },
   "zsU6R2zvJKnYNU2ac4o4p": {
     "title": "Client vs Server Hooks",
-    "description": "Like many other Version Control Systems, Git has a way to fire off custom scripts when certain important actions occur. There are two groups of these hooks: client-side and server-side. Client-side hooks are triggered by operations such as committing and merging, while server-side hooks run on network operations such as receiving pushed commits.\n\nLearn more from the following resources:",
+    "description": "Like many other Version Control Systems, Git has a way to fire off custom scripts when certain important actions occur. There are two groups of these hooks: client-side and server-side. Client-side hooks are triggered by operations such as committing and merging, while server-side hooks run on network operations such as receiving pushed commits.\n\nVisit the following resources to learn more:",
     "links": [
       {
         "title": "Git Hooks",
@@ -745,72 +1580,204 @@
   },
   "jzYjHx-gIKSP8dQUTqWVw": {
     "title": "commit-msg",
-    "description": "",
-    "links": []
+    "description": "The commit-msg hook is a client-side hook that runs after you've committed changes to your repository. It's typically used to validate or modify the commit message before it's recorded in the Git history.\n\nVisit the following resources to learn more:",
+    "links": [
+      {
+        "title": "A Git-Hook for Commit Messages Validation - No Husky, Just JS",
+        "url": "https://dev.to/mbarzeev/a-git-hook-for-commit-messages-validation-no-husky-just-js-1hni",
+        "type": "article"
+      },
+      {
+        "title": "Git Hooks Made Easy: Create a Custom 'commit-msg' Hook Script",
+        "url": "https://www.youtube.com/watch?v=yH1lBm5t97s",
+        "type": "video"
+      }
+    ]
   },
   "SANEQI2rgOtsMQyn4qUCq": {
     "title": "post-checkout",
-    "description": "",
-    "links": []
+    "description": "Git post-checkout hooks are scripts that run automatically after a successful `git checkout` operation. These hooks provide a way to customize Git's behavior and perform specific actions when switching branches or updating the working directory. Post-checkout hooks can be used for tasks such as updating dependencies, regenerating files, or adjusting project settings based on the newly checked-out branch. They offer developers a powerful tool to automate workflows and maintain consistency across different branches in a Git repository.\n\nVisit the following resources to learn more:",
+    "links": [
+      {
+        "title": "Post-checkout hooks",
+        "url": "https://git-scm.com/docs/githooks#_post_checkout",
+        "type": "article"
+      }
+    ]
   },
   "buxb5TpzQ-xxn0vqtGdS3": {
     "title": "post-update",
-    "description": "",
-    "links": []
+    "description": "Git post-update hooks are scripts that run automatically after a successful push to a repository. These hooks are executed on the remote repository and are typically used for server-side tasks such as updating other services, triggering continuous integration processes, or notifying team members about changes. Post-update hooks provide a powerful mechanism for automating workflows and maintaining consistency across different parts of a project's infrastructure, making them an essential tool for streamlining development processes and enhancing collaboration in Git-based projects.\n\nVisit the following resources to learn more:",
+    "links": [
+      {
+        "title": "Post-update hooks",
+        "url": "https://git-scm.com/docs/githooks#post-update",
+        "type": "article"
+      }
+    ]
   },
   "HhpAIzYMlMiQ9msrYZyDB": {
     "title": "pre-commit",
-    "description": "",
-    "links": []
+    "description": "Git pre-commit hooks are scripts that run automatically before a commit is created, allowing developers to enforce code quality standards and catch issues early in the development process. These hooks can perform tasks such as linting, formatting, running tests, or checking for sensitive information, ensuring that only clean and compliant code is committed to the repository. By intercepting the commit process, pre-commit hooks help maintain code consistency, reduce errors, and streamline the overall development workflow, making them a valuable tool for enforcing best practices and improving code quality across a project.\n\nVisit the following resources to learn more:",
+    "links": [
+      {
+        "title": "pre-commit/pre-commit",
+        "url": "https://github.com/pre-commit/pre-commit",
+        "type": "opensource"
+      },
+      {
+        "title": "Git Hooks",
+        "url": "https://www.atlassian.com/git/tutorials/git-hooks",
+        "type": "article"
+      }
+    ]
   },
   "j5kWEUKwBFg5EMm8-61K9": {
     "title": "pre-push",
-    "description": "",
-    "links": []
+    "description": "Git pre-push hooks are scripts that run automatically before a push operation is executed, providing a final checkpoint to validate changes before they are shared with a remote repository. These hooks allow developers to perform last-minute checks, such as running tests, linting code, or verifying commit messages, to ensure that only high-quality and compliant code is pushed. By intercepting the push process, pre-push hooks help maintain code integrity, prevent accidental pushes of incomplete or broken code, and enforce project-specific rules, making them a valuable tool for maintaining code quality and consistency across distributed development teams.\n\nVisit the following resources to learn more:",
+    "links": [
+      {
+        "title": "pre-push hooks",
+        "url": "https://dev.to/jameson/pre-push-hooks-42g5",
+        "type": "article"
+      },
+      {
+        "title": "Detect secrets with a pre-commit git hook",
+        "url": "https://www.youtube.com/watch?v=8bDKn3y7Br4",
+        "type": "video"
+      }
+    ]
   },
   "fjAFNjNNbPOzme9Uk_fDV": {
     "title": "Submodules",
-    "description": "",
+    "description": "In Git, submodules allow you to include another repository within a project. This feature enables the management of external dependencies as part of the main project.\n\n*   Including external repositories: Submodules can be used to include other Git repositories within your project.\n*   Managing dependencies: They provide a way to manage and track changes in external dependencies.",
     "links": []
   },
   "x4bnsPVTiX2xOCSyrgWpF": {
     "title": "Adding / Updating",
-    "description": "",
-    "links": []
+    "description": "To add a submodule to a repository, use `git submodule add https://github.com/user/submodule-repo.git`, which is the typical format for specifying the URL of the submodule repository. This creates a new folder for the submodule and checks it out at the specified revision. To update an existing submodule to its latest commit, run `git submodule update`. If you want to pull in changes from upstream while keeping your submodule's history intact, use `git submodule sync` followed by `git submodule update`.\n\nVisit the following resources to learn more:",
+    "links": [
+      {
+        "title": "Git submodules",
+        "url": "https://www.atlassian.com/git/tutorials/git-submodule",
+        "type": "article"
+      },
+      {
+        "title": "Working with submodules",
+        "url": "https://github.blog/open-source/git/working-with-submodules/",
+        "type": "article"
+      }
+    ]
   },
   "d0-u_-_vtPK8tnUpnj_NB": {
     "title": "What and Why use?",
-    "description": "",
-    "links": []
+    "description": "Git submodules are a feature that allows you to include one Git repository within another. They are useful for managing external dependencies or shared components across projects.\n\nKey points:\n\n1.  Separate repositories with independent histories\n2.  Parent repository tracks specific submodule commits\n3.  Enables code reuse and modular project structure\n4.  Helps manage dependencies and keep main repository focused\n5.  Facilitates collaboration on complex projects\n\nBenefits:\n\n*   Including third-party libraries\n*   Sharing common code\n*   Managing multi-component projects\n*   Keeping main repository lightweight\n\nNote: While powerful, submodules can add complexity to your workflow, so careful consideration is needed before implementation.\n\nLearn more from the following resources:",
+    "links": [
+      {
+        "title": "Git Submodules: Core Concept, Workflows, and Tips",
+        "url": "https://www.atlassian.com/git/tutorials/git-submodule",
+        "type": "article"
+      },
+      {
+        "title": "Git Submodules Tutorial",
+        "url": "https://www.youtube.com/watch?v=gSlXo2iLBro",
+        "type": "video"
+      }
+    ]
   },
   "h9cf_dh_pwjialOXOlNW-": {
     "title": "GitHub CLI",
-    "description": "",
-    "links": []
+    "description": "GitHub CLI is a command-line interface tool that brings GitHub functionality to your terminal. It allows developers to interact with GitHub directly from the command line, enabling them to manage repositories, create issues, pull requests, and perform various GitHub operations without leaving their terminal environment. This powerful tool streamlines workflows, enhances productivity, and provides a seamless integration between local development and GitHub's collaborative features, making it easier for developers to incorporate GitHub into their daily coding routines.\n\nVisit the following resources to learn more:",
+    "links": [
+      {
+        "title": "official GitHub CLI Docs",
+        "url": "https://cli.github.com/",
+        "type": "article"
+      },
+      {
+        "title": "What is the GitHub CLI?",
+        "url": "https://www.youtube.com/watch?v=uy_PEGgUF4U",
+        "type": "video"
+      }
+    ]
   },
   "vHfpoVbOW0DHNtiy0VN4X": {
     "title": "Installation and Setup",
-    "description": "",
-    "links": []
+    "description": "The GitHub CLI can be installed on Windows, macOS, and Linux operating systems. Installation options include downloading binaries directly from the release page or using package managers (such as homebrew, pip, etc).\n\nOnce installed, setting up the GitHub CLI typically involves authenticating with your GitHub account by running `gh auth login` in your terminal. This step is essential for linking your GitHub credentials to the CLI, allowing you to interact with your repositories and perform various actions.\n\nVisit the following resources to learn more:",
+    "links": [
+      {
+        "title": "GitHub CLI - Installation",
+        "url": "https://github.com/cli/cli?tab=readme-ov-file#installation",
+        "type": "article"
+      },
+      {
+        "title": "GitHub CLI - Release",
+        "url": "https://github.com/cli/cli/releases/",
+        "type": "article"
+      },
+      {
+        "title": "GitHub CLI quickstart",
+        "url": "https://docs.github.com/en/github-cli/github-cli/quickstart",
+        "type": "article"
+      }
+    ]
   },
   "lw4zHuhtxIO4kDvbyiVfq": {
     "title": "Repository management",
-    "description": "",
-    "links": []
+    "description": "Using GitHub CLI for repository management allows you to streamline tasks and work more efficiently. ou can use GitHub CLI to manage repositories with the following commands:\n\n*   `gh repo create`: Create a new repository.\n*   `gh repo delete`: Delete an existing repository.\n*   `gh repo visibility`: Change the repository's visibility (public or private).\n*   `gh repo topic`: Manage topic labels for a repository.\n\nVisit the following resources to learn more:",
+    "links": [
+      {
+        "title": "gh repo",
+        "url": "https://cli.github.com/manual/gh_repo",
+        "type": "article"
+      },
+      {
+        "title": "Efficient GitHub Operations: Simplifying Repository Management using Github CLI",
+        "url": "https://dev.to/yutee_okon/efficient-github-operations-simplifying-repository-management-using-github-cli-190l",
+        "type": "article"
+      },
+      {
+        "title": "GitHub CLI (gh) - How to manage repositories more efficiently",
+        "url": "https://www.youtube.com/watch?v=BII6ZY2Rnlc",
+        "type": "video"
+      }
+    ]
   },
   "kGnZifvXbHBf5zXIsfAQw": {
     "title": "Issue Management",
-    "description": "",
-    "links": []
+    "description": "The GitHub CLI provides a range of features for managing issues within your repository. Here are some key actions you can perform:\n\n*   Listing issues: Run `gh issue list` to view a list of all open and closed issues.\n*   Creating issues: Use `gh issue create --title \"Issue Title\" --body \"Issue body\"` to create a new issue with the specified title and body.\n*   Assigning issues: Run `gh issue assign <issue-number> <username>` to assign an issue to a specific user.\n*   Labelling issues: Use `gh issue label <issue-number> <label-name>` to add a label to an existing issue.\n*   Closing issues: Run `gh issue close <issue-number>` to mark an issue as closed.\n\nVisit the following resources to learn more:",
+    "links": [
+      {
+        "title": "gh issue",
+        "url": "https://cli.github.com/manual/gh_issue",
+        "type": "article"
+      },
+      {
+        "title": "Manage GitHub Issues From The Command Line Using GitHub CLI",
+        "url": "https://www.youtube.com/watch?v=nuCQiP41jU0",
+        "type": "video"
+      }
+    ]
   },
   "s3MzDYFPMASqiS8UnvWzW": {
     "title": "Pull Requests",
-    "description": "",
-    "links": []
+    "description": "You can use GitHub CLI to manage pull requests with the following commands:\n\n*   `gh pr create`: Create a new pull request.\n*   `gh pr merge`: Merge a pull request into the target branch.\n*   `gh pr list`: List all pull requests for a repository.\n*   `gh pr view`: View details of a specific pull request.\n\nVisit the following resources to learn more:",
+    "links": [
+      {
+        "title": "gh pr",
+        "url": "https://cli.github.com/manual/gh_pr",
+        "type": "article"
+      },
+      {
+        "title": "Use GitHub CLI For Command Line Pull Request Management",
+        "url": "https://www.youtube.com/watch?v=Ku9_0Mftiic",
+        "type": "video"
+      }
+    ]
   },
   "AmetdCURXXob5TUsikAab": {
     "title": "GitHub Actions",
-    "description": "GitHub Actions is a very useful tool for automation, allowing developers to automate tasks within the software development lifecycle directly on GitHub.\n\nOne of the best ways to learn about GitHub Actions is through the course offered by Microsoft Learn. This course is well-structured and provides practical examples that are concise and easy to understand.",
+    "description": "GitHub Actions is a very useful tool for automation, allowing developers to automate tasks within the software development lifecycle directly on GitHub.\n\nOne of the best ways to learn about GitHub Actions is through the course offered by Microsoft Learn. This course is well-structured and provides practical examples that are concise and easy to understand.\n\nVisit the following resources to learn more:",
     "links": [
       {
         "title": "Microsoft Learn: Introduction to GitHub Actions",
@@ -826,103 +1793,333 @@
   },
   "p6rq3lQ9YRrTqwcc31O23": {
     "title": "YAML Syntax",
-    "description": "",
-    "links": []
+    "description": "YAML (YAML Ain't Markup Language) is a human-readable data serialization standard for all programming languages. It is designed to be easily readable by humans while also being machine-parsable. Key features of YAML include:\n\n1.  Simplicity: YAML uses a minimalist syntax with significant whitespace and indentation.\n    \n2.  Versatility: It can represent various data types, including scalars, lists, and associative arrays.\n    \n3.  Readability: Its clear, concise format makes it easy for both humans and machines to understand.\n    \n4.  Language-independent: YAML can be used with any programming language that has a YAML parser.\n    \n\nYAML is commonly used for:\n\n*   Configuration files: Many applications and tools use YAML for their configuration settings.\n*   Data exchange: It serves as a lightweight alternative to XML or JSON for data transfer between systems.\n*   Data storage: YAML can be used to store structured data in a human-readable format.\n*   DevOps and CI/CD: It's widely used in tools like Docker, Kubernetes, and various CI/CD platforms for defining workflows and configurations.\n\nUnderstanding YAML syntax is crucial for working with modern development tools, especially in the realms of DevOps, cloud computing, and containerization.\n\nLearn more from the following resources:",
+    "links": [
+      {
+        "title": "What is YAML?",
+        "url": "https://circleci.com/blog/what-is-yaml-a-beginner-s-guide/",
+        "type": "article"
+      },
+      {
+        "title": "YAML Tutorial : A Complete Language Guide with Examples",
+        "url": "https://spacelift.io/blog/yaml",
+        "type": "article"
+      }
+    ]
   },
   "55uHPFNwYPVZx8Cy3c985": {
     "title": "Workflow Triggers",
-    "description": "",
-    "links": []
+    "description": "Workflow triggers are events that initiate a GitHub Actions workflow. They can be scheduled, triggered by code changes, or manually initiated. This allows for automation of tasks based on specific conditions.\n\nLearn more from the following resources:",
+    "links": [
+      {
+        "title": "GitHub Actions Documentation",
+        "url": "https://docs.github.com/en/actions",
+        "type": "article"
+      },
+      {
+        "title": "GitHub Actions Triggers",
+        "url": "https://docs.github.com/en/actions/reference/events-that-trigger-workflows",
+        "type": "article"
+      }
+    ]
   },
   "uS1H9KoKGNONvETCuFBbz": {
     "title": "Scheduled Worfklows",
-    "description": "",
-    "links": []
+    "description": "GitHub Actions allows you to schedule workflows to run at specific times or intervals. You can set up workflows to automatically run at predetermined times, such as daily or weekly.\n\nVisit the following resources to learn more:",
+    "links": [
+      {
+        "title": "Events that trigger workflows - Schedule",
+        "url": "https://docs.github.com/en/actions/writing-workflows/choosing-when-your-workflow-runs/events-that-trigger-workflows#schedule",
+        "type": "article"
+      },
+      {
+        "title": "GitHub Actions - How to Schedule workflows in GitHub",
+        "url": "https://www.youtube.com/watch?v=StipNrK__Gk",
+        "type": "video"
+      }
+    ]
   },
   "6QwlY3dEvjfAOPALcWKXQ": {
     "title": "Workflow Runners",
-    "description": "",
-    "links": []
+    "description": "Workflow runners are the environments where GitHub Actions workflows are executed. They are hosted on GitHub-hosted virtual machines (GHVMs) or self-hosted runners. Each runner has a specific configuration and capabilities, depending on its type.\n\nLearn more from the following resources:",
+    "links": [
+      {
+        "title": "GitHub Actions Runners",
+        "url": "https://docs.github.com/en/actions/hosting-your-own-runners/about-self-hosted-runners",
+        "type": "article"
+      },
+      {
+        "title": "GitHub Actions Self-hosted runners",
+        "url": "https://www.youtube.com/watch?v=aLHyPZO0Fy0",
+        "type": "video"
+      }
+    ]
   },
   "BnPiTu1Jw2kIW560a2A5T": {
     "title": "Workflow Context",
-    "description": "",
-    "links": []
+    "description": "Workflow context in GitHub Actions refers to the environment and variables that are available to a workflow. It includes information about the workflow's execution, such as the event that triggered it, the repository, and the workflow itself.\n\nLearn more from the following resources:",
+    "links": [
+      {
+        "title": "GitHub Actions Contexts",
+        "url": "https://docs.github.com/en/actions/writing-workflows/choosing-what-your-workflow-does/contexts",
+        "type": "article"
+      },
+      {
+        "title": "Working with contexts in GitHub Actions",
+        "url": "https://www.youtube.com/watch?v=16WT_r0zjYE",
+        "type": "video"
+      }
+    ]
   },
   "aflP7oWsQzAr4YPo2LLiQ": {
     "title": "Secrets and Env Vars",
-    "description": "",
-    "links": []
+    "description": "GitHub provides features to securely store and manage sensitive data, such as secrets and environment variables.\n\n*   Secrets: These are sensitive values that should not be committed to a repository, like API keys or database credentials.\n*   Environment Variables: They can be used to set values for your workflow or application, making it easier to manage dependencies.\n\nVisit the following resources to learn more:",
+    "links": [
+      {
+        "title": "Using secrets in GitHub Actions",
+        "url": "https://docs.github.com/en/actions/security-for-github-actions/security-guides/using-secrets-in-github-actions",
+        "type": "article"
+      },
+      {
+        "title": "Store information in variables",
+        "url": "https://docs.github.com/en/actions/writing-workflows/choosing-what-your-workflow-does/store-information-in-variables",
+        "type": "article"
+      },
+      {
+        "title": "Secrets and Environment Variables in your GitHub Action",
+        "url": "https://www.youtube.com/watch?v=dPLPSaFqJmY",
+        "type": "video"
+      }
+    ]
   },
   "HMNhzzV6ApTKj4I_FOmUB": {
     "title": "Caching Dependencies",
-    "description": "",
-    "links": []
+    "description": "GitHub Actions provides a caching feature that allows you to store and reuse dependencies between workflows, reducing the time it takes to run your actions. By caching dependencies, you can:\n\n*   Reuse compiled code\n*   Store database connections\n*   Reduce network traffic\n\nIt is highly recommended to not store any sensitive information in the cache. For example, sensitive information can include access tokens or login credentials stored in a file in the cache path.\n\nVisit the following resources to learn more:",
+    "links": [
+      {
+        "title": "Caching dependencies to speed up workflows",
+        "url": "https://docs.github.com/en/actions/writing-workflows/choosing-what-your-workflow-does/caching-dependencies-to-speed-up-workflows",
+        "type": "article"
+      },
+      {
+        "title": "Cache Management with GitHub actions",
+        "url": "https://www.youtube.com/watch?v=7PVUjRXUY0o",
+        "type": "video"
+      }
+    ]
   },
   "alysXC4b1hGi9ZdQ5-40y": {
     "title": "Storing Artifacts",
-    "description": "",
-    "links": []
+    "description": "GitHub provides a feature for storing artifacts, which allows you to upload build outputs or other files as part of your workflow.\n\n*   Artifacts: These are files generated by a job, such as compiled binaries, test reports, or logs. They can be used to validate the results of a build or deployment.\n*   Referenceable storage: Artifacts are stored in a referenceable way, making it easy to access and use them in future builds.\n\nVisit the following resources to learn more:",
+    "links": [
+      {
+        "title": "Storing and sharing data from a workflow",
+        "url": "https://docs.github.com/en/actions/writing-workflows/choosing-what-your-workflow-does/storing-and-sharing-data-from-a-workflow",
+        "type": "article"
+      }
+    ]
   },
   "jc4R1zhd1YeCEbVuxwJWy": {
     "title": "Workflow Status",
-    "description": "",
-    "links": []
+    "description": "Workflow status in GitHub Actions refers to the current state of a workflow run. It can be one of the following:\n\n*   Pending: The workflow is waiting for an event to trigger it.\n*   In Progress: The workflow is currently running.\n*   Completed: The workflow has finished running.\n*   Failed: The workflow has failed due to an error.\n\nLearn more from the following resources:",
+    "links": [
+      {
+        "title": "Adding a workflow status badge to your repository",
+        "url": "https://docs.github.com/en/actions/monitoring-and-troubleshooting-workflows/monitoring-workflows/adding-a-workflow-status-badge",
+        "type": "article"
+      }
+    ]
   },
   "SsogoCgJIbeTD6tk8UhTe": {
     "title": "Marketplace Actions",
-    "description": "",
-    "links": []
+    "description": "The GitHub Marketplace offers a wide range of pre-built actions that can be used to automate tasks and workflows within your repository.\n\n*   Automate tasks: Use marketplace actions to automate tasks such as testing, deployment, or security.\n*   Customize workflows: Create custom workflows using marketplace actions to tailor the build process to specific needs.\n*   Streamline development: By automating repetitive tasks, developers can focus on code quality and collaboration.\n\nThese actions are created by the GitHub community and can be easily added to your workflow to enhance productivity and efficiency.\n\nVisit the following resources to learn more:",
+    "links": [
+      {
+        "title": "GitHub MarketPlace - Actions",
+        "url": "https://github.com/marketplace?type=actions",
+        "type": "article"
+      }
+    ]
   },
   "PUnYNBrAZWoZiopjtNgnA": {
     "title": "Usecases",
-    "description": "",
-    "links": []
+    "description": "GitHub Actions offer a wide range of automation possibilities for your development workflow. Here are some common use cases:\n\n1.  Continuous Integration (CI): Automatically build and test your code on every push or pull request.\n2.  Continuous Deployment (CD): Automatically deploy your application to various environments after successful builds.\n3.  Code Quality Checks: Run linters, formatters, and other code quality tools automatically.\n4.  Dependency Updates: Automatically create pull requests for outdated dependencies.\n5.  Issue and PR Management: Automatically label, assign, or close issues and pull requests based on certain conditions.\n6.  Scheduled Tasks: Run periodic maintenance tasks, backups, or data processing jobs.\n7.  Security Scanning: Perform automated security checks on your codebase and dependencies.\n8.  Documentation Generation: Automatically generate and publish documentation for your project.\n9.  Cross-platform Testing: Test your code on multiple operating systems and environments simultaneously.\n10.  Release Management: Automate the creation of release notes and asset uploads for new versions.\n\nThese use cases demonstrate how GitHub Actions can streamline your development process, improve code quality, and increase productivity.\n\nLearn more from the following resources:",
+    "links": [
+      {
+        "title": "GitHub Actions Documentation",
+        "url": "https://docs.github.com/en/actions",
+        "type": "article"
+      },
+      {
+        "title": "How GitHub Actions 10x my productivity",
+        "url": "https://www.youtube.com/watch?v=yfBtjLxn_6k",
+        "type": "article"
+      }
+    ]
   },
   "Ni3HKVLanFvSrJ3u8i5I1": {
     "title": "What are these?",
-    "description": "",
-    "links": []
+    "description": "GitHub Actions is a powerful automation and continuous integration/continuous deployment (CI/CD) platform provided by GitHub. It allows developers to create custom workflows that automatically build, test, and deploy their code directly from their GitHub repositories. These workflows are triggered by specific events, such as push requests, pull requests, or scheduled tasks. GitHub Actions enables teams to streamline their development processes, improve code quality, and accelerate software delivery by automating repetitive tasks and integrating various tools and services seamlessly within their development pipeline.\n\nLearn more from the following resources:",
+    "links": [
+      {
+        "title": "Understanding GitHub Actions",
+        "url": "https://docs.github.com/en/actions/learn-github-actions/understanding-github-actions",
+        "type": "article"
+      },
+      {
+        "title": "GitHub Actions Tutorial - Basic Concepts and CI/CD Pipeline with Docker",
+        "url": "https://www.youtube.com/watch?v=R8_veQiYBjI",
+        "type": "video"
+      }
+    ]
   },
   "Y0EWgPsS4kZxH3y53jNxY": {
     "title": "Use in Automation",
-    "description": "",
-    "links": []
+    "description": "GitHub CLI is a powerful tool for automating GitHub-related tasks directly from the command line. It enables developers to streamline workflows and integrate GitHub processes into scripts and automated systems.\n\nKey uses in automation:\n\n1.  CI/CD: Automate PR creation, review, merging, and release management\n2.  Issue and Project Management: Create, update, and close issues; manage project boards\n3.  Repository Management: Clone repos, create forks, manage settings and collaborators\n4.  GitHub Actions Integration: Trigger and monitor workflows, manage secrets\n5.  Scripting and Batch Operations: Perform bulk actions across multiple repositories\n\nTo use GitHub CLI in automation:\n\n1.  Install GitHub CLI\n2.  Authenticate with your GitHub account\n3.  Learn basic commands and syntax\n4.  Integrate CLI commands into scripts or automation tools\n\nLearn more from the following resources:",
+    "links": [
+      {
+        "title": "GitHub CLI documentation",
+        "url": "https://cli.github.com/manual/",
+        "type": "article"
+      },
+      {
+        "title": "Automating your workflow with GitHub CLI",
+        "url": "https://github.blog/2021-03-11-scripting-with-github-cli/",
+        "type": "article"
+      }
+    ]
   },
   "sFf1PdFfmEdQxsEntfeFq": {
     "title": "Git Patch",
-    "description": "",
-    "links": []
+    "description": "In Git, a patch is a file that contains a set of changes made to a project's codebase. It's essentially a diff (difference) file that shows the modifications between two versions of a commit or a branch. However, despite its usefulness in certain contexts, the use of Git patches has declined somewhat with the advent of more modern and efficient ways to manage code changes.\n\nVisit the following resources to learn more:",
+    "links": [
+      {
+        "title": "Git Patch",
+        "url": "https://www.gitkraken.com/learn/git/git-patch",
+        "type": "article"
+      },
+      {
+        "title": "How to generate and apply patches with git?",
+        "url": "https://gist.github.com/nepsilon/22bc62a23f785716705c",
+        "type": "article"
+      }
+    ]
   },
   "hru0sL1-D4bJSQI1efEyU": {
     "title": "Git Reflog",
-    "description": "",
-    "links": []
+    "description": "Git reflog is a powerful tool in Git that keeps a record of all the changes made to the branches and commits in your repository, including actions that are not part of the regular commit history, such as resetting branches or checking out commits. It's particularly useful for recovering lost commits or understanding the history of changes in your repository, even if those changes are not reflected in the normal commit history.Reflog stands for \"reference log.\" It records when the tip of branches or other references (like HEAD) is updated in your repository.\n\nVisit the following resources to learn more:",
+    "links": [
+      {
+        "title": "Git - git-reflog Documentation",
+        "url": "https://git-scm.com/docs/git-reflog",
+        "type": "article"
+      },
+      {
+        "title": "What is the Git Reflog? | Learn Version Control with Git",
+        "url": "https://www.git-tower.com/learn/git/faq/what-is-git-reflog",
+        "type": "article"
+      },
+      {
+        "title": "Learn Git Essentials 12: Git Reflog",
+        "url": "https://youtu.be/RVu8lpS7JFY?si=eNGBpsYfHtlyPClj",
+        "type": "video"
+      },
+      {
+        "title": "Git Reflog Command. Get all log details of the reference using git reflog show command",
+        "url": "https://youtu.be/I4f4pddD16g?si=0Ny7xOJgiPgdfuh6",
+        "type": "video"
+      }
+    ]
   },
   "ExXuwTQSI_lg4SRGW3Iu1": {
     "title": "Git Bisect",
-    "description": "",
-    "links": []
+    "description": "Git Bisect is an interactive tool used to identify which commit in your project's history introduced a bug or regression. You start by identifying two commits: one where the issue isn't present (the \"good\" commit) and another where it is (the \"bad\" commit). Then, run `git bisect start`, followed by `git bisect good` for the good commit and `git bisect bad` for the bad commit. Git Bisect will guide you through a binary search process, asking you to test the midpoint of your current range until it identifies the exact commit that introduced the bug or regression.\n\nVisit the following resources to learn more:",
+    "links": [
+      {
+        "title": "Git Bisect",
+        "url": "https://git-scm.com/docs/git-bisect",
+        "type": "article"
+      },
+      {
+        "title": "Using git bisect to find the faulty commit",
+        "url": "https://dev.to/alvesjessica/using-git-bisect-to-find-the-faulty-commit-25gf",
+        "type": "article"
+      },
+      {
+        "title": "Git Bisect | How to use Git Bisect | Learn Git",
+        "url": "https://www.youtube.com/watch?v=z-AkSXDqodc",
+        "type": "video"
+      }
+    ]
   },
   "4dxVN81rXWn6VZqK99yq0": {
     "title": "Git Worktree",
-    "description": "",
-    "links": []
+    "description": "A Git worktree allows you to create multiple working directories for a single repository, each with its own checkout and index. Unlike a regular checkout, which creates a new working directory for a specific branch and updates your IDE's configuration settings, a Git worktree does not require you to switch between branches using git checkout. This means you can have multiple branches checked out at the same time without affecting each other or requiring changes to your IDE configurations. By creating a separate worktree for each branch, you can stage changes independently and maintain distinct working directories without impacting the main repository or its working directory.\n\nVisit the following resources to learn more:",
+    "links": [
+      {
+        "title": "Git Worktree",
+        "url": "https://www.gitkraken.com/learn/git/git-worktree",
+        "type": "article"
+      },
+      {
+        "title": "Manage Branches easily using Git Worktree",
+        "url": "https://www.youtube.com/watch?v=cRunWRC8ye0",
+        "type": "video"
+      }
+    ]
   },
   "CGj_UX5JMOOCKinedsNRc": {
     "title": "Git Attributes",
-    "description": "",
-    "links": []
+    "description": "Git attributes are settings stored in the .gitattributes file, controlling how Git handles files in your repository. They can influence filtering (e.g., ignoring specific files), conversion (formatting or transforming files during Git operations), and formatting (applying consistent styles). These settings can be applied to specific file types (like \\*.txt) or filter files based on content patterns. Attributes also define smudge patterns (highlighting differences) and ignore patterns, helping maintain a clean repository by automatically applying intended settings for certain file types.\n\nVisit the following resources to learn more:",
+    "links": [
+      {
+        "title": "gitattributes/gitattributes",
+        "url": "https://github.com/gitattributes/gitattributes",
+        "type": "opensource"
+      },
+      {
+        "title": "Customizing Git - Git Attributes",
+        "url": "https://git-scm.com/book/en/v2/Customizing-Git-Git-Attributes",
+        "type": "article"
+      },
+      {
+        "title": "The benefits of git attributes and how to set them up",
+        "url": "https://medium.com/@cloudwala/the-benefits-of-git-attributes-and-how-to-set-them-up-87f90251b8e0",
+        "type": "article"
+      }
+    ]
   },
   "zdunaucVe8J1tKf_z-NQo": {
     "title": "Git LFS",
-    "description": "",
-    "links": []
+    "description": "Git Large File Storage (LFS) is an extension that helps manage large files by tracking metadata, not storing entire files. It allows storing and tracking binary assets like images, videos, audio files separately from your regular Git repository. By storing only metadata in your Git repository, you improve clone and push times, reducing storage usage. This approach is particularly useful for media repositories, large dataset storage, and binary asset management in game development. Note that Git LFS requires a separate server or storage system to store actual file content.\n\nVisit the following resources to learn more:",
+    "links": [
+      {
+        "title": "Learning About Git Large File System (LFS)",
+        "url": "https://medium.com/swlh/learning-about-git-large-file-system-lfs-72e0c86cfbaf",
+        "type": "article"
+      },
+      {
+        "title": "Git LFS (Large File Storage) | Learn Git",
+        "url": "https://www.youtube.com/watch?v=jXsvFfksvd0",
+        "type": "video"
+      }
+    ]
   },
   "NV2HAXLEN7tskfgyFrbaf": {
     "title": "GitHub API",
-    "description": "The GitHub API is a powerful tool that allows developers to interact with the GitHub platform programmatically. It provides access to various GitHub features, such as user data, repository information, and commit history.",
-    "links": []
+    "description": "The GitHub API is a powerful tool that allows developers to interact with the GitHub platform programmatically. It provides access to various GitHub features, such as user data, repository information, and commit history, through both REST and GraphQL interfaces. The API supports authentication, implements rate limiting, and offers webhooks for real-time notifications, enabling developers to automate tasks, create custom integrations, and build applications that leverage GitHub's functionality.\n\nVisit the following resources to learn more:",
+    "links": [
+      {
+        "title": "official API Docs",
+        "url": "https://docs.github.com/en/rest?apiVersion=2022-11-28",
+        "type": "article"
+      },
+      {
+        "title": "Getting started",
+        "url": "https://docs.github.com/en/rest/using-the-rest-api/getting-started-with-the-rest-api?apiVersion=2022-11-28",
+        "type": "article"
+      }
+    ]
   },
   "lSCnKhmRr6xrKVYxO8idD": {
     "title": "REST API",
@@ -1155,8 +2352,19 @@
   },
   "pFyMiyNQ16-kP7jKaKKEU": {
     "title": "GitHub Education",
-    "description": "GitHub Education is a program that provides free and discounted access to GitHub's developer tools, services, and resources for students, teachers, and researchers. This program aims to support education and research in software development, by making it easier for students and educators to learn, collaborate, and build projects on GitHub. By using GitHub Education, students can gain hands-on experience with real-world coding challenges, while educators can create a more engaging and interactive learning environment.",
-    "links": []
+    "description": "GitHub Education is a program that provides free and discounted access to GitHub's developer tools, services, and resources for students, teachers, and researchers. This program aims to support education and research in software development, by making it easier for students and educators to learn, collaborate, and build projects on GitHub. By using GitHub Education, students can gain hands-on experience with real-world coding challenges, while educators can create a more engaging and interactive learning environment.\n\nVisit the following resources to learn more:",
+    "links": [
+      {
+        "title": "official GitHub Education Docs",
+        "url": "https://education.github.com/",
+        "type": "article"
+      },
+      {
+        "title": "GitHub GitHub Education: free programs, technology, and opportunities available for Students",
+        "url": "https://www.youtube.com/watch?v=HIVFdN9VGgw",
+        "type": "video"
+      }
+    ]
   },
   "XRSVRl6iHncMmgSXoB7Lq": {
     "title": "Student Developer Pack",
@@ -1269,5 +2477,16 @@
         "type": "video"
       }
     ]
+  },
+  "Ddkss13_qDJTquDHbVTVs": {
+    "title": "CITATION files",
+    "description": "You can add a CITATION.cff file to the root of a repository to let others know how you would like them to cite your work. The citation file format is plain text with human- and machine-readable citation information.\n\nVisit the following resources to learn more:",
+    "links": [
+      {
+        "title": "CITATION Files Documentation",
+        "url": "https://docs.github.com/en/repositories/managing-your-repositorys-settings-and-features/customizing-your-repository/about-citation-files",
+        "type": "article"
+      }
+    ]
   }
 }
\ No newline at end of file
diff --git a/public/roadmap-content/javascript.json b/public/roadmap-content/javascript.json
index 0e55582d4..3082ed937 100644
--- a/public/roadmap-content/javascript.json
+++ b/public/roadmap-content/javascript.json
@@ -423,7 +423,7 @@
   },
   "1RcwBHU3jzx0YxxUGZic4": {
     "title": "string",
-    "description": "String is a primitive type that holds a sequence of characters. String in Javascript is written within a pair of single quotation marks '' or double quotation marks \"\". Both quotes can be used to contain a string but only if the starting quote is the same as the end quote.\n\nVisit the following resources to learn more:",
+    "description": "String is a primitive type that holds a sequence of characters. String in Javascript is written within a pair of single quotation marks `''` or double quotation marks `\"\"`. Both quotes can be used to contain a string but only if the starting quote is the same as the end quote.\n\nVisit the following resources to learn more:",
     "links": [
       {
         "title": "String",
@@ -1459,11 +1459,6 @@
         "title": "Explore top posts about JavaScript",
         "url": "https://app.daily.dev/tags/javascript?ref=roadmapsh",
         "type": "article"
-      },
-      {
-        "title": "JavaScript Functions - Programming with Mosh",
-        "url": "https://youtu.be/N8ap4k_1QEQ",
-        "type": "video"
       }
     ]
   },
diff --git a/public/roadmap-content/nodejs.json b/public/roadmap-content/nodejs.json
index ffcb9c865..f7b905317 100644
--- a/public/roadmap-content/nodejs.json
+++ b/public/roadmap-content/nodejs.json
@@ -22,7 +22,7 @@
   },
   "Mp056kNnwsRWeEXuhGPy-": {
     "title": "What is Node.js?",
-    "description": "Node.js is an open-source and cross-platform JavaScript runtime environment. It is a popular tool for almost any kind of project! Node.js runs the V8 JavaScript engine, Google Chrome's core, outside the browser. This allows Node.js to be very performant. A Node.js app runs in a single process, without creating a new thread for every request. Node.js provides a set of asynchronous I/O primitives in its standard library that prevent JavaScript code from blocking and generally, libraries in Node.js are written using non-blocking paradigms, making blocking behavior the exception rather than the norm.\n\nVisit the following resources to learn more:",
+    "description": "Node.js is an open-source and cross-platform JavaScript runtime environment. It is a popular tool for almost any kind of project! Node.js runs the V8 JavaScript engine, Google Chrome's core, outside the browser. This allows Node.js to be very performant. A Node.js app runs in a single process, without creating a new thread for every request.\n\nNode.js provides a set of asynchronous I/O primitives in its standard library that prevent JavaScript code from blocking and generally, libraries in Node.js are written using non-blocking paradigms, making blocking behavior the exception rather than the norm.\n\nVisit the following resources to learn more:",
     "links": [
       {
         "title": "Official Website",
@@ -30,13 +30,13 @@
         "type": "article"
       },
       {
-        "title": "Node.JS Introduction",
-        "url": "https://www.w3schools.com/nodejs/nodejs_intro.asp",
+        "title": "Node.js - Getting Started",
+        "url": "https://nodejs.org/en/learn/getting-started/introduction-to-nodejs",
         "type": "article"
       },
       {
-        "title": "Official Website",
-        "url": "https://nodejs.org/en/learn/getting-started/introduction-to-nodejs",
+        "title": "Node.js - Introduction",
+        "url": "https://www.w3schools.com/nodejs/nodejs_intro.asp",
         "type": "article"
       },
       {
@@ -319,7 +319,7 @@
   },
   "oYeux7PbveYaVwXRzAg5x": {
     "title": "Local Installation",
-    "description": "Locally installed packages are available only to the project where the packages are installed, while the globally installed packages can be used any where without installing them into a project. Another usecase of the global packages is when using CLI tools.\n\nVisit the following resources to learn more:",
+    "description": "Locally installed packages are available only to the project where the packages are installed, while the globally installed packages can be used any where without installing them into a project. Another use case of the global packages is when using CLI tools.\n\nVisit the following resources to learn more:",
     "links": [
       {
         "title": "Downloading and installing packages locally",
@@ -399,8 +399,24 @@
   },
   "dOlzIXBfAPmbY542lNOe6": {
     "title": "Semantic Versioning",
-    "description": "",
-    "links": []
+    "description": "Semantic Versioning is a standard for versioning software that's widely adopted in the npm ecosystem. It provides a clear and consistent way to communicate changes in a software package to users.\n\nVersion Format\n--------------\n\nA semantic version number consists of three parts separated by dots:\n\n*   MAJOR: Incremented when there are incompatible API changes.\n*   MINOR: Incremented when new functionality is added in a backwards-compatible manner.\n*   PATCH: Incremented when bug fixes are made without affecting the API.\n\n### Example: 1.2.3\n\n*   1 is the major version.\n*   2 is the minor version.\n*   3 is the patch version.\n\nVisit the following resources to learn more:",
+    "links": [
+      {
+        "title": "Semver.org",
+        "url": "https://semver.org/",
+        "type": "article"
+      },
+      {
+        "title": "Medium - Understanding Semantic Versioning",
+        "url": "https://medium.com/codex/understanding-semantic-versioning-a-guide-for-developers-dad5f2b70583",
+        "type": "article"
+      },
+      {
+        "title": "Devopedia - Semver",
+        "url": "https://devopedia.org/semantic-versioning",
+        "type": "article"
+      }
+    ]
   },
   "t_kfKdNSKVBPYQ9zF9VqQ": {
     "title": "Error Handling",
@@ -525,9 +541,14 @@
     "description": "Node.js includes a command-line debugging utility. The Node.js debugger client is not a full-featured debugger, but simple stepping and inspection are possible. To use it, start Node.js with the inspect argument followed by the path to the script to debug.\n\nExample - `$ node inspect myscript.js`\n\nVisit the following resources to learn more:",
     "links": [
       {
-        "title": "Official Website",
+        "title": "Official Docs",
         "url": "https://nodejs.org/api/debugger.html",
         "type": "article"
+      },
+      {
+        "title": "Freecodecamp.org - Debugging",
+        "url": "https://www.freecodecamp.org/news/how-to-debug-node-js-applications/",
+        "type": "article"
       }
     ]
   },
@@ -812,7 +833,7 @@
   },
   "b1r1X3XCoPSayQjDBcy54": {
     "title": "fs module",
-    "description": "File System or fs module is a built in module in Node that enables interacting with the file system using JavaScript. All file system operations have synchronous, callback, and promise-based forms, and are accessible using both CommonJS syntax and ES6 Modules.\n\nVisit the following resources to learn more:",
+    "description": "File System or `fs` module is a built in module in Node that enables interacting with the file system using JavaScript. All file system operations have synchronous, callback, and promise-based forms, and are accessible using both CommonJS syntax and ES6 Modules.\n\nVisit the following resources to learn more:",
     "links": [
       {
         "title": "Official Documentation",
@@ -1153,7 +1174,7 @@
   },
   "1vq_KcYR_pkfp1MtXaL75": {
     "title": "Express.js",
-    "description": "Express is a node js web application framework that provides broad features for building web and mobile applications. It is used to build a single page, multipage, and hybrid web application.\n\nVisit the following resources to learn more:",
+    "description": "Express is a node js web application framework that provides broad features for building web and mobile applications. It is used to build a single page, multi-page, and hybrid web application.\n\nVisit the following resources to learn more:",
     "links": [
       {
         "title": "Express.js Official Website",
@@ -1255,12 +1276,12 @@
     "description": "You can make API calls using the `http` module in Node.js as well. Here are the two methods that you can use:\n\n*   `http.get()` - Make http GET requests.\n*   `http.request()` - Similar to `http.get()` but enables sending other types of http requests (GET requests inclusive).\n\nVisit the following resources to learn more:",
     "links": [
       {
-        "title": "Node.js http.get() documentaion",
+        "title": "Node.js http.get() documentation",
         "url": "https://nodejs.org/docs/latest-v16.x/api/http.html#httpgeturl-options-callback",
         "type": "article"
       },
       {
-        "title": "Node http.request() documentaion",
+        "title": "Node http.request() documentation",
         "url": "https://nodejs.org/docs/latest-v16.x/api/http.html#httprequesturl-options-callback",
         "type": "article"
       },
@@ -1276,7 +1297,7 @@
     "description": "Axios is a promise-based HTTP Client for node.js and the browser. Used for making requests to web servers. On the server-side it uses the native node.js http module, while on the client (browser) it uses XMLHttpRequests.\n\nVisit the following resources to learn more:",
     "links": [
       {
-        "title": "Axios Official Documentations",
+        "title": "Axios Official Documentation",
         "url": "https://axios-http.com/docs/intro",
         "type": "article"
       },
@@ -1294,8 +1315,19 @@
   },
   "-_2letLUta5Ymc5eEOKhn": {
     "title": "ky",
-    "description": "",
-    "links": []
+    "description": "Ky is a tiny and elegant HTTP client based on the browser Fetch API. Ky targets modern browsers and Deno.For older browsers, you will need to transpile and use a fetch polyfill.For Node.js, check out Got.. 1 KB (minified & gzipped), one file, and no dependencies.\n\nVisit the following resources to learn more:",
+    "links": [
+      {
+        "title": "Ky Official Docs",
+        "url": "https://github.com/sindresorhus/ky",
+        "type": "opensource"
+      },
+      {
+        "title": "npmjs.org",
+        "url": "https://www.npmjs.com/package/ky/v/0.9.0",
+        "type": "article"
+      }
+    ]
   },
   "B_3rTGQxJneMREXoi2gQn": {
     "title": "fetch",
@@ -1393,8 +1425,24 @@
   },
   "812bVEzxwTsYzLG_PmLqN": {
     "title": "--watch",
-    "description": "",
-    "links": []
+    "description": "The `--watch` flag in Node.js is a powerful feature introduced in Node.js version 19 that enables automatic reloading of your Node.js application whenever changes are detected in the specified files.\n\nHow it works\n------------\n\n*   You run your Node.js script with the `--watch` flag: `$ node --watch your_script.js`\n*   Node.js starts watching the specified file (or directory) for changes.\n*   Whenever a change is detected, Node.js automatically restarts the script\n\nVisit the following resources to learn more:",
+    "links": [
+      {
+        "title": "Official Docs",
+        "url": "https://nodejs.org/api/cli.html",
+        "type": "article"
+      },
+      {
+        "title": "Node.js API Docs",
+        "url": "https://nodejs.org/api/cli.html#--watch",
+        "type": "article"
+      },
+      {
+        "title": "Medium - Watch Mode",
+        "url": "https://medium.com/@khaled.smq/built-in-nodejs-watch-mode-52ffadaec8a8",
+        "type": "article"
+      }
+    ]
   },
   "2Ym2jMvov0lZ79aJFaw29": {
     "title": "nodemon",
@@ -1419,20 +1467,20 @@
   },
   "L-_N7OxxuHCXsdWYBgZGu": {
     "title": "ejs",
-    "description": "EJS is a templating language or engine that allows you to generate HTML markup with pure JavaScript. And this is what makes it perfect for Nodejs applications. In simple words, the EJS template engine helps to easily embed JavaScript into your HTML template.\n\nVisit the following resources to learn more:",
+    "description": "EJS is a template language or engine that allows you to generate HTML markup with pure JavaScript. And this is what makes it perfect for Nodejs applications. In simple words, the EJS template engine helps to easily embed JavaScript into your HTML template.\n\nVisit the following resources to learn more:",
     "links": [
       {
-        "title": "Ejs website",
+        "title": "EJS Website",
         "url": "https://ejs.co/",
         "type": "article"
       },
       {
-        "title": "Ejs Official Documentations",
+        "title": "EJS Official Documentation",
         "url": "https://ejs.co/#docs",
         "type": "article"
       },
       {
-        "title": "Ejs Official Package",
+        "title": "EJS Official Package",
         "url": "https://www.npmjs.com/package/ejs",
         "type": "article"
       },
@@ -1492,8 +1540,14 @@
   },
   "5l-lZ8gwVLqqAF_n99vIO": {
     "title": "Working with Databases",
-    "description": "A database is an organized collection of structured information, or data, typically stored electronically in a computer system. A database is usually controlled by a database management system (DBMS).",
-    "links": []
+    "description": "A database is an organized collection of structured information, or data, typically stored electronically in a computer system. A database is usually controlled by a database management system (DBMS).\n\nVisit the following resources to learn more:",
+    "links": [
+      {
+        "title": "Wikipedia - What is Database?",
+        "url": "https://en.wikipedia.org/wiki/Database",
+        "type": "article"
+      }
+    ]
   },
   "NDf-o-WECK02mVnZ8IFxy": {
     "title": "Mongoose",
@@ -1560,8 +1614,29 @@
   },
   "JXQF9H4_N0rM7ZDKcCZNn": {
     "title": "Drizzle",
-    "description": "",
-    "links": []
+    "description": "Drizzle lets you build your project the way you want, without interfering with your project or structure. Using Drizzle you can define and manage database schemas in TypeScript, access your data in a SQL-like or relational way, and take advantage of opt-in tools to make your developer experience amazing.\n\nVisit the following resources to learn more:",
+    "links": [
+      {
+        "title": "Drizzle Website",
+        "url": "https://orm.drizzle.team/",
+        "type": "article"
+      },
+      {
+        "title": "Drizzle Documentation",
+        "url": "https://orm.drizzle.team/docs/overview",
+        "type": "article"
+      },
+      {
+        "title": "Drizzle Github",
+        "url": "https://github.com/drizzle-team/drizzle-orm",
+        "type": "article"
+      },
+      {
+        "title": "Getting Started with Drizzle",
+        "url": "https://dev.to/franciscomendes10866/getting-started-with-drizzle-orm-a-beginners-tutorial-4782",
+        "type": "article"
+      }
+    ]
   },
   "rk5FtAPDi1TpvWd0yBbtl": {
     "title": "TypeORM",
@@ -1645,17 +1720,55 @@
   "90NIFfbWjTbyKZKwyJlfI": {
     "title": "Testing",
     "description": "Software testing is the process of verifying that what we create is doing exactly what we expect it to do. The tests are created to prevent bugs and improve code quality.\n\nThe two most common testing approaches are unit testing and end-to-end testing. In the first, we examine small snippets of code, in the second, we test an entire user flow.\n\nVisit the following resources to learn more:",
-    "links": []
+    "links": [
+      {
+        "title": "Wikipedia - Software Testing",
+        "url": "https://en.wikipedia.org/wiki/Software_testing",
+        "type": "article"
+      },
+      {
+        "title": "Vitest",
+        "url": "https://vitest.dev/",
+        "type": "article"
+      },
+      {
+        "title": "Jest",
+        "url": "https://jest.io",
+        "type": "article"
+      }
+    ]
   },
   "qjToBaMenW3SDtEfoCbQ6": {
     "title": "Vitest",
-    "description": "",
-    "links": []
+    "description": "Vitest is a Vite-native unit testing framework that's Jest-compatible. Vitest is a powerful testing library built on top of Vite that is growing in popularity. You can use Vitest for a range of testing needs, such as unit, integration, end-to-end (E2E), snapshot, and performance testing of functions and components. ESM, TypeScript, JSX. Out-of-box ESM, TypeScript and JSX support powered by esbuild. Vitest is free and open source.\n\nVisit the following resources to learn more:",
+    "links": [
+      {
+        "title": "Official Website",
+        "url": "https://vitest.dev/",
+        "type": "article"
+      },
+      {
+        "title": "Vitest Documentation",
+        "url": "https://vitest.dev/guide/",
+        "type": "article"
+      }
+    ]
   },
   "oSLpy31XEcA2nRq9ks_LJ": {
     "title": "node:test",
-    "description": "",
-    "links": []
+    "description": "`node:test` is a built-in module in Node.js that provides a simple, asynchronous test runner. It's designed to make writing tests as straightforward as writing any other code.\n\nKey Features\n------------\n\n*   Simplicity: Easy to use and understand.\n*   Asynchronous Support: Handles asynchronous code gracefully.\n*   Subtests: Allows for organizing tests into hierarchical structures.\n*   Hooks: Provides beforeEach and afterEach hooks for setup and teardown.\n\nVisit the following resources to learn more:",
+    "links": [
+      {
+        "title": "Test Runner API Docs",
+        "url": "https://nodejs.org/api/test.html",
+        "type": "article"
+      },
+      {
+        "title": "Node.js Test Runner",
+        "url": "https://nodejs.org/en/learn/test-runner/using-test-runner",
+        "type": "article"
+      }
+    ]
   },
   "5xrbKv2stKPJRv7Vzf9nM": {
     "title": "Jest",
@@ -1680,8 +1793,24 @@
   },
   "Ix-g9pgJjEI04bSfROvlq": {
     "title": "Playwright",
-    "description": "",
-    "links": []
+    "description": "Playwright is an open-source automation library developed by Microsoft for testing and automating web applications. 1 It offers a unified API to control Chromium, Firefox, and WebKit browsers, making it a versatile choice for cross-browser testing.\n\nPlaywright provides a high-level API to interact with web pages. You can write scripts to simulate user actions, such as clicking buttons, filling forms, and navigating through different pages. Playwright handles the underlying browser interactions, making it easy to write and maintain tests.\n\nVisit the following resources to learn more:",
+    "links": [
+      {
+        "title": "Playwright Website",
+        "url": "https://playwright.dev/",
+        "type": "article"
+      },
+      {
+        "title": "Playwright Docs",
+        "url": "https://playwright.dev/docs/getting-started-vscode",
+        "type": "article"
+      },
+      {
+        "title": "Getting Started with Playwright",
+        "url": "https://learn.microsoft.com/en-us/shows/getting-started-with-end-to-end-testing-with-playwright/",
+        "type": "article"
+      }
+    ]
   },
   "3Fh3-V1kCZtlUTvEoloIO": {
     "title": "Cypress",
@@ -1867,7 +1996,18 @@
   "ZLNUuDKhJ03Kw7xMVc7IR": {
     "title": "Debugging",
     "description": "Debugging is a concept to identify and remove errors from software applications. Here, we will learn about the technique to debug a Node.js application.\n\nWhy not to use console.log() for debugging?\n-------------------------------------------\n\nUsing `console.log` to debug the code generally dives into an infinite loop of “stopping the app and adding a console.log, and start the app again” operations. Besides slowing down the development of the app, it also makes the writing dirty and creates unnecessary code. Finally, trying to log out variables alongside with the noise of other potential logging operations, may make the process of debugging difficult when attempting to find the values you are debugging.\n\nVisit the following resources to learn more:",
-    "links": []
+    "links": [
+      {
+        "title": "Wikipedia - What is Debugging?",
+        "url": "https://en.wikipedia.org/wiki/Debugging",
+        "type": "article"
+      },
+      {
+        "title": "Node.js - Getting Started",
+        "url": "https://nodejs.org/en/learn/getting-started/debugging",
+        "type": "article"
+      }
+    ]
   },
   "oU9I7KBZoTSXXFmYscEIq": {
     "title": "Memory Leaks",
@@ -1911,7 +2051,7 @@
     "description": "As much fun as it is to intercept your container requests with inspect and step through your code, you won’t have this option in production. This is why it makes a lot of sense to try and debug your application locally in the same way as you would in production.\n\nIn production, one of your tools would be to login to your remote server to view the console logs, just as you would on local. But this can be a tedious approach. Luckily, there are tools out there that perform what is called log aggregation, such as Stackify.\n\nThese tools send your logs from your running application into a single location. They often come with high-powered search and query utilities so that you can easily parse your logs and visualize them.\n\nVisit the following resources to learn more:",
     "links": [
       {
-        "title": "Debugging using APM ",
+        "title": "Debugging using APM",
         "url": "https://stackify.com/node-js-debugging-tips/",
         "type": "article"
       },
diff --git a/public/roadmap-content/postgresql-dba.json b/public/roadmap-content/postgresql-dba.json
index a85792ce8..3df1af9c3 100644
--- a/public/roadmap-content/postgresql-dba.json
+++ b/public/roadmap-content/postgresql-dba.json
@@ -2297,6 +2297,11 @@
         "title": "Awk command in Linux/Unix",
         "url": "https://www.digitalocean.com/community/tutorials/awk-command-linux-unix",
         "type": "article"
+      },
+      {
+        "title": "Tutorial - AWK in 300 Seconds",
+        "url": "https://www.youtube.com/watch?v=15DvGiWVNj0",
+        "type": "video"
       }
     ]
   },
@@ -2313,6 +2318,11 @@
         "title": "Use the Grep Command",
         "url": "https://docs.rackspace.com/docs/use-the-linux-grep-command",
         "type": "article"
+      },
+      {
+        "title": "Tutorial - grep: A Practical Guide",
+        "url": "https://www.youtube.com/watch?v=crFZOrqlqao",
+        "type": "video"
       }
     ]
   },
diff --git a/public/roadmap-content/python.json b/public/roadmap-content/python.json
index e69e8e952..fada94a0f 100644
--- a/public/roadmap-content/python.json
+++ b/public/roadmap-content/python.json
@@ -58,11 +58,6 @@
         "title": "Python for Beginners: Data Types",
         "url": "https://thenewstack.io/python-for-beginners-data-types/",
         "type": "article"
-      },
-      {
-        "title": "Python Variables - Python Tutorial for Beginners with Examples | Mosh",
-        "url": "https://www.youtube.com/watch?v=cQT33yu9pY8",
-        "type": "video"
       }
     ]
   },
@@ -808,8 +803,19 @@
   },
   "KAXF2kUAOvtBZhY8G9rkI": {
     "title": "Context Manager",
-    "description": "",
-    "links": []
+    "description": "Context managers are a contruct in Python that allows you to set up context for a block of code, and then automatically clean up or relase resources when the block is exited. It is most commonly used with the `with` statement.\n\nVisit the following resources to learn more:",
+    "links": [
+      {
+        "title": "Context managers in Python",
+        "url": "https://www.freecodecamp.org/news/context-managers-in-python/",
+        "type": "article"
+      },
+      {
+        "title": "Context managers",
+        "url": "https://book.pythontips.com/en/latest/context_managers.html",
+        "type": "article"
+      }
+    ]
   },
   "0-ShORjGnQlAdcwjtxdEB": {
     "title": "Learn a Framework",
diff --git a/public/roadmap-content/react.json b/public/roadmap-content/react.json
index 9c9e51aea..1d1718b28 100644
--- a/public/roadmap-content/react.json
+++ b/public/roadmap-content/react.json
@@ -936,7 +936,7 @@
   },
   "thfnymb_UIiKxakKfiua5": {
     "title": "Component / Libraries",
-    "description": "",
+    "description": "React component libraries are collections of pre-built, reusable components that can be used to speed up the development process. They can be styled using CSS in various ways, including traditional CSS files, CSS modules, and CSS-in-JS solutions like styled-components.",
     "links": []
   },
   "akVNUPOqaTXaSHoQFlkP_": {
@@ -1403,13 +1403,23 @@
   },
   "W-atg_Msa9uPLr6RXAKSb": {
     "title": "Frameworks",
-    "description": "Server-side rendering (SSR) is a technique for rendering a JavaScript application on the server, rather than in the browser. This can improve the performance and user experience of a web application, as the initial render of the application is done on the server and the content is sent to the browser as a fully-rendered HTML page.\n\nThere are several frameworks and libraries available for server-side rendering React applications, most common being:\n\nNext.JS\n-------\n\nNext.js is a React framework for building full-stack web applications. You use React Components to build user interfaces, and Next.js for additional features and optimizations.\n\n*   [@article@Next.js](https://nextjs.org/)\n*   [@video@Next.js 14 Full Course 2024](https://www.youtube.com/watch?v=wm5gMKuwSYk)\n\nRemix.JS\n--------\n\nRemix is a full stack web framework that lets you focus on the user interface and work back through web standards to deliver a fast, slick, and resilient user experience. People are gonna love using your stuff.",
+    "description": "Server-side rendering (SSR) is a technique for rendering a JavaScript application on the server, rather than in the browser. This can improve the performance and user experience of a web application, as the initial render of the application is done on the server and the content is sent to the browser as a fully-rendered HTML page.\n\nThere are several frameworks and libraries available for server-side rendering React applications, most common being Next.js and Remix:\n\nVisit the following resources to learn more:",
     "links": [
+      {
+        "title": "Next.js",
+        "url": "https://nextjs.org/",
+        "type": "article"
+      },
       {
         "title": "Remix",
         "url": "https://remix.run/",
         "type": "article"
       },
+      {
+        "title": "Next.js 14 Full Course 2024",
+        "url": "https://www.youtube.com/watch?v=wm5gMKuwSYk",
+        "type": "video"
+      },
       {
         "title": "Remix Crash Course",
         "url": "https://www.youtube.com/watch?v=RBYJTop1e-g",
diff --git a/public/roadmap-content/sql.json b/public/roadmap-content/sql.json
index 87d91751d..6d7268668 100644
--- a/public/roadmap-content/sql.json
+++ b/public/roadmap-content/sql.json
@@ -119,7 +119,7 @@
     "description": "",
     "links": []
   },
-  "insert@mPj6BiK5FKKkIQ9WsWEo6.md": {
+  "mPj6BiK5FKKkIQ9WsWEo6": {
     "title": "INSERT",
     "description": "",
     "links": []
@@ -129,7 +129,7 @@
     "description": "",
     "links": []
   },
-  "delete@ddtVaA4Ls6qRj-7OtTSIH.md": {
+  "ddtVaA4Ls6qRj-7OtTSIH": {
     "title": "DELETE",
     "description": "",
     "links": []
diff --git a/public/roadmap-content/vue.json b/public/roadmap-content/vue.json
index d5c669400..2881cbdb2 100644
--- a/public/roadmap-content/vue.json
+++ b/public/roadmap-content/vue.json
@@ -274,8 +274,14 @@
   },
   "0CtAZQcFJexMiJfZ-mofv": {
     "title": "v-else",
-    "description": "",
-    "links": []
+    "description": "The `v-else` conditionally renders an element or a template fragment as a function in case the `v-if` does not fulfil the condition.\n\nVisit the following resources for more information:",
+    "links": [
+      {
+        "title": "v-else documentation",
+        "url": "https://vuejs.org/api/built-in-directives.html#v-else",
+        "type": "article"
+      }
+    ]
   },
   "a9caVhderJaVo0v14w8WB": {
     "title": "v-else-if",
diff --git a/scripts/generate-og-images.mjs b/scripts/generate-og-images.mjs
index 7cbc9ddcd..e1f0ed087 100644
--- a/scripts/generate-og-images.mjs
+++ b/scripts/generate-og-images.mjs
@@ -372,7 +372,7 @@ function getRoadmapDefaultTemplate({ title, description }) {
               </svg>
             </div>
             <div tw="text-[30px] flex leading-[30px]">
-              6th most starred GitHub project
+              7th most starred GitHub project
             </div>
           </div>
           <div tw="flex items-center mt-2.5">
diff --git a/src/components/FeatureAnnouncement.tsx b/src/components/FeatureAnnouncement.tsx
index 8f4468481..dfdb4d86c 100644
--- a/src/components/FeatureAnnouncement.tsx
+++ b/src/components/FeatureAnnouncement.tsx
@@ -1,20 +1,85 @@
-type AIAnnouncementProps = {};
+import { useState } from 'react';
+import { Modal } from './Modal.tsx';
+import {PartyPopper, Play, PlayCircle} from 'lucide-react';
+import { isMobileScreen } from '../lib/is-mobile.ts';
 
-export function FeatureAnnouncement(props: AIAnnouncementProps) {
-  return (
-    <a
-      className="rounded-md border border-dashed border-purple-600 px-3 py-1.5 text-purple-400 transition-colors hover:border-purple-400 hover:text-purple-200"
-      href="/community"
+type FeatureAnnouncementProps = {};
+
+export function FeatureAnnouncement(props: FeatureAnnouncementProps) {
+  const [isPlaying, setIsPlaying] = useState(false);
+
+  const videoModal = (
+    <Modal
+      onClose={() => setIsPlaying(false)}
+      bodyClassName={'h-auto overflow-hidden'}
+      wrapperClassName={'md:max-w-3xl lg:max-w-4xl xl:max-w-5xl'}
     >
-      <span className="relative -top-[1px] mr-1 text-xs font-semibold uppercase text-white">
-        New
-      </span>{' '}
-      <span className={'hidden sm:inline'}>
-        Explore community made roadmaps
-      </span>
-      <span className={'inline text-sm sm:hidden'}>
-        Community roadmaps explorer!
-      </span>
-    </a>
+      <div className="text-balance bg-gradient-to-r from-gray-100 px-4 py-2 text-left text-sm md:py-3 lg:text-base">
+        <span
+          className="relative -top-px mr-1.5 rounded bg-blue-300 px-1.5 py-0.5 text-xs font-semibold uppercase text-gray-800"
+          style={{ lineHeight: '1.5' }}
+        >
+          New
+        </span>
+        Projects are live on the{' '}
+        <a
+          href={'/backend/projects'}
+          className="font-medium text-blue-500 underline underline-offset-2"
+        >
+          backend roadmap
+        </a>
+        <span className={'hidden md:inline'}>
+          {' '}
+          and are coming soon on the others{' '}
+        </span>
+        <PartyPopper className="relative -top-[3px] ml-2 inline-block h-5 w-5 text-blue-500 md:ml-1 md:h-6 md:w-6" />
+      </div>
+      <div
+        className="iframe-container"
+        style={{
+          position: 'relative',
+          paddingBottom: '56.25%',
+          height: 0,
+          overflow: 'hidden',
+        }}
+      >
+        {/*https://www.youtube.com/embed/?playsinline=1&disablekb=1&&iv_load_policy=3&cc_load_policy=0&controls=0&rel=0&autoplay=1&mute=1&origin=https%3A%2F%2Fytch.xyz&widgetid=1*/}
+        <iframe
+          src="https://www.youtube.com/embed/9lS3slfJ0x0?start=31&autoplay=1&disablekb=1&rel=0&cc_load_policy=0&rel=0&autoplay=1&origin=https%3A%2F%2Froadmap.sh&widgetid=1&showinfo=0"
+          allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture"
+          allowFullScreen
+          style={{
+            position: 'absolute',
+            top: 0,
+            left: 0,
+            width: '100%',
+            height: '100%',
+          }}
+        />
+      </div>
+    </Modal>
+  );
+
+  return (
+    <>
+      {isPlaying && videoModal}
+      <button
+        className="rounded-md border border-dashed border-purple-600 px-3 py-1.5 text-purple-400 transition-colors hover:border-purple-400 hover:text-purple-200"
+        onClick={() => {
+          setIsPlaying(true);
+        }}
+      >
+        <span className="relative sm:-top-[1px] mr-1 text-xs font-semibold uppercase text-white">
+          <PlayCircle className="inline-block h-4 w-4 relative -top-[2px] mr-1" />
+          Watch
+        </span>{' '}
+        <span className={'hidden sm:inline'}>
+          Practice your skills with projects
+        </span>
+        <span className={'inline text-sm sm:hidden'}>
+          Build projects to skill up
+        </span>
+      </button>
+    </>
   );
 }
diff --git a/src/components/HeroSection/HeroSection.astro b/src/components/HeroSection/HeroSection.astro
index 10eece507..a55867e59 100644
--- a/src/components/HeroSection/HeroSection.astro
+++ b/src/components/HeroSection/HeroSection.astro
@@ -11,7 +11,7 @@ import { FeatureAnnouncement } from "../FeatureAnnouncement";
     id='hero-text'
   >
     <p class='-mt-4 mb-7 sm:-mt-10 sm:mb-4'>
-      <FeatureAnnouncement />
+      <FeatureAnnouncement client:load />
     </p>
 
     <h1
diff --git a/src/components/Modal.tsx b/src/components/Modal.tsx
index ac28c9e7c..d8167ff7a 100644
--- a/src/components/Modal.tsx
+++ b/src/components/Modal.tsx
@@ -33,7 +33,7 @@ export function Modal(props: ModalProps) {
   return (
     <div
       className={cn(
-        'popup fixed left-0 right-0 top-0 z-[99] flex h-full items-center justify-center overflow-y-auto overflow-x-hidden bg-black/50',
+        'fixed left-0 right-0 top-0 z-[99] flex h-full items-center justify-center overflow-y-auto overflow-x-hidden bg-black/50',
         overlayClassName,
       )}
     >
@@ -46,7 +46,7 @@ export function Modal(props: ModalProps) {
         <div
           ref={popupBodyEl}
           className={cn(
-            'popup-body relative h-full rounded-lg bg-white shadow',
+            'relative h-full rounded-lg bg-white shadow',
             bodyClassName,
           )}
         >
diff --git a/src/components/Navigation/Navigation.astro b/src/components/Navigation/Navigation.astro
index fa7229652..c85f11b3b 100644
--- a/src/components/Navigation/Navigation.astro
+++ b/src/components/Navigation/Navigation.astro
@@ -5,6 +5,7 @@ import { NavigationDropdown } from '../NavigationDropdown';
 import { AccountDropdown } from './AccountDropdown';
 import NewIndicator from './NewIndicator.astro';
 import { AccountStreak } from '../AccountStreak/AccountStreak';
+import { RoadmapDropdownMenu } from '../RoadmapDropdownMenu/RoadmapDropdownMenu';
 ---
 
 <div class='bg-slate-900 py-5 text-white sm:py-8'>
@@ -20,7 +21,7 @@ import { AccountStreak } from '../AccountStreak/AccountStreak';
 
       <a
         href='/teams'
-        class='group relative !mr-2 inline text-blue-300 hover:text-white sm:hidden'
+        class='group relative inline text-blue-300 hover:text-white sm:hidden'
       >
         Teams
 
@@ -36,29 +37,15 @@ import { AccountStreak } from '../AccountStreak/AccountStreak';
       </a>
 
       <!-- Desktop navigation items -->
-      <div class='hidden space-x-5 sm:flex sm:items-center'>
+      <div class='hidden gap-5 sm:flex sm:items-center'>
         <NavigationDropdown client:load />
         <a href='/get-started' class='text-gray-400 hover:text-white'>
           Start Here
         </a>
+        <RoadmapDropdownMenu client:load />
         <a href='/teams' class='group relative text-gray-400 hover:text-white'>
           Teams
         </a>
-        <a href='/ai' class='text-gray-400 hover:text-white'> AI</a>
-        <a
-          href='/community'
-          class='group relative !mr-2 text-blue-300 hover:text-white'
-        >
-          Community
-          <NewIndicator />
-        </a>
-        <!--<button-->
-        <!--  data-command-menu-->
-        <!--  class='hidden items-center rounded-md border border-gray-800 px-2.5 py-1.5 text-sm text-gray-400 hover:cursor-pointer hover:bg-gray-800 md:flex'-->
-        <!--&gt;-->
-        <!--  <Icon icon='search' class='h-3 w-3' />-->
-        <!--  <span class='ml-2'>Search</span>-->
-        <!--</button>-->
       </div>
     </div>
 
diff --git a/src/components/NavigationDropdown.tsx b/src/components/NavigationDropdown.tsx
index 4d7fb8faa..31e9978a5 100644
--- a/src/components/NavigationDropdown.tsx
+++ b/src/components/NavigationDropdown.tsx
@@ -2,22 +2,34 @@ import {
   BookOpenText,
   CheckSquare,
   FileQuestion,
+  FolderKanban,
   Menu,
   Shirt,
   Video,
   Waypoints,
 } from 'lucide-react';
-import { useRef, useState } from 'react';
+import { useEffect, useRef, useState } from 'react';
 import { cn } from '../lib/classname.ts';
 import { useOutsideClick } from '../hooks/use-outside-click.ts';
+import {
+  navigationDropdownOpen,
+  roadmapsDropdownOpen,
+} from '../stores/page.ts';
+import { useStore } from '@nanostores/react';
 
 const links = [
   {
     link: '/roadmaps',
-    label: 'Roadmaps',
-    description: 'Step by step learning paths',
+    label: 'Official Roadmaps',
+    description: 'Made by subject matter experts',
     Icon: Waypoints,
   },
+  {
+    link: '/backend/projects',
+    label: 'Projects',
+    description: 'Skill-up with real-world projects',
+    Icon: FolderKanban,
+  },
   {
     link: '/best-practices',
     label: 'Best Practices',
@@ -54,21 +66,30 @@ const links = [
 
 export function NavigationDropdown() {
   const dropdownRef = useRef<HTMLDivElement>(null);
-  const [isOpen, setIsOpen] = useState(false);
+
+  const $navigationDropdownOpen = useStore(navigationDropdownOpen);
+  const $roadmapsDropdownOpen = useStore(roadmapsDropdownOpen);
 
   useOutsideClick(dropdownRef, () => {
-    setIsOpen(false);
+    navigationDropdownOpen.set(false);
   });
 
+  useEffect(() => {
+    if ($roadmapsDropdownOpen) {
+      navigationDropdownOpen.set(false);
+    }
+  }, [$roadmapsDropdownOpen]);
+
   return (
     <div className="relative flex items-center" ref={dropdownRef}>
       <button
         className={cn('text-gray-400 hover:text-white', {
-          'text-white': isOpen,
+          'text-white': $navigationDropdownOpen,
         })}
-        onClick={() => setIsOpen(true)}
-        onMouseOver={() => setIsOpen(true)}
+        onClick={() => navigationDropdownOpen.set(true)}
+        onMouseOver={() => navigationDropdownOpen.set(true)}
         aria-label="Open Navigation Dropdown"
+        aria-expanded={$navigationDropdownOpen}
       >
         <Menu className="h-5 w-5" />
       </button>
@@ -76,9 +97,11 @@ export function NavigationDropdown() {
         className={cn(
           'pointer-events-none invisible absolute left-0 top-full z-[999] mt-2 w-48 min-w-[320px] -translate-y-1 rounded-lg bg-slate-800 py-2 opacity-0 shadow-xl transition-all duration-100',
           {
-            'pointer-events-auto visible translate-y-2.5 opacity-100': isOpen,
+            'pointer-events-auto visible translate-y-2.5 opacity-100':
+              $navigationDropdownOpen,
           },
         )}
+        role="menu"
       >
         {links.map((link) => (
           <a
@@ -87,6 +110,7 @@ export function NavigationDropdown() {
             rel={link.isExternal ? 'noopener noreferrer' : undefined}
             key={link.link}
             className="group flex items-center gap-3 px-4 py-2.5 text-gray-400 transition-colors hover:bg-slate-700"
+            role="menuitem"
           >
             <span className="flex h-[40px] w-[40px] items-center justify-center rounded-full bg-slate-600 transition-colors group-hover:bg-slate-500 group-hover:text-slate-100">
               <link.Icon className="inline-block h-5 w-5" />
diff --git a/src/components/OpenSourceBanner.astro b/src/components/OpenSourceBanner.astro
index b04427c88..8aff1ffd8 100644
--- a/src/components/OpenSourceBanner.astro
+++ b/src/components/OpenSourceBanner.astro
@@ -1,10 +1,13 @@
 ---
-import { getFormattedStars } from '../lib/github';
-import Icon from './AstroIcon.astro';
+import { getFormattedStars, getRepositoryRank } from '../lib/github';
 import { getDiscordInfo } from '../lib/discord';
+
 import OpenSourceStat from './OpenSourceStat.astro';
 
-const starCount = await getFormattedStars('kamranahmedse/developer-roadmap');
+const repoName = 'kamranahmedse/developer-roadmap';
+
+const starCount = await getFormattedStars(repoName);
+const repoRank = await getRepositoryRank(repoName);
 const discordInfo = await getDiscordInfo();
 ---
 
@@ -16,18 +19,19 @@ const discordInfo = await getDiscordInfo();
         href='https://github.com/search?o=desc&q=stars%3A%3E100000&s=stars&type=Repositories'
         target='_blank'
         class='font-medium text-gray-600 underline underline-offset-2 hover:text-black'
-        >6th most starred project on GitHub</a
+        >{repoRank} most starred project on GitHub</a
       > and is visited by hundreds of thousands of developers every month.
     </p>
 
     <div
       class='mt-5 grid grid-cols-1 justify-between gap-2 divide-x-0 sm:my-11 sm:grid-cols-3 sm:gap-0 sm:divide-x mb-4 sm:mb-0'
     >
-      <OpenSourceStat text='GitHub Stars' value={starCount} />
-      <OpenSourceStat text='Registered Users' value={'+1M'} />
+      <OpenSourceStat text='GitHub Stars' value={starCount} secondaryValue={repoRank} />
+      <OpenSourceStat text='Registered Users' value={'+1M'} secondaryValue="+90k" />
       <OpenSourceStat
         text='Discord Members'
         value={discordInfo.totalFormatted}
+        secondaryValue="+1.5k"
       />
     </div>
   </div>
diff --git a/src/components/OpenSourceStat.astro b/src/components/OpenSourceStat.astro
index e95a94bd8..886307559 100644
--- a/src/components/OpenSourceStat.astro
+++ b/src/components/OpenSourceStat.astro
@@ -1,12 +1,13 @@
 ---
-import { ChevronUp } from 'lucide-react';
 import Icon from './AstroIcon.astro';
+
 export interface Props {
+  secondaryValue?: string;
   value: string;
   text: string;
 }
 
-const { value, text } = Astro.props;
+const { value, text, secondaryValue } = Astro.props;
 
 const isGitHubStars = text.toLowerCase() === 'github stars';
 const isRegistered = text.toLowerCase() === 'registered users';
@@ -19,7 +20,7 @@ const isDiscordMembers = text.toLowerCase() === 'discord members';
   {
     isGitHubStars && (
       <p class='flex items-center text-sm text-blue-500 sm:flex'>
-        <span class='rounded-md bg-blue-500 px-1 text-white'>Rank 6th</span>
+        <span class='rounded-md bg-blue-500 px-1 text-white'>Rank {secondaryValue}</span>
         &nbsp;out of 28M!
       </p>
     )
@@ -28,7 +29,7 @@ const isDiscordMembers = text.toLowerCase() === 'discord members';
   {
     isRegistered && (
       <p class='flex items-center text-sm text-blue-500 sm:flex'>
-        <span class='mr-1.5 rounded-md bg-blue-500 px-1 text-white'>+75k</span>
+        <span class='mr-1.5 rounded-md bg-blue-500 px-1 text-white'>{secondaryValue}</span>
         every month
       </p>
     )
@@ -37,14 +38,14 @@ const isDiscordMembers = text.toLowerCase() === 'discord members';
   {
     isDiscordMembers && (
       <p class='flex items-center text-sm text-blue-500 sm:flex'>
-        <span class='mr-1.5 rounded-md bg-blue-500 px-1 text-white'>+1.5k</span>
+        <span class='mr-1.5 rounded-md bg-blue-500 px-1 text-white'>{secondaryValue}</span>
         every month
       </p>
     )
   }
   <div class="flex flex-row items-center sm:flex-col my-1 sm:my-0">
     <p
-      class='relative my-0 sm:my-4 mr-1 sm:mr-0 text-base font-bold sm:w-auto sm:text-5xl'
+      class='my-0 sm:my-4 mr-1 sm:mr-0 text-base font-bold sm:w-auto sm:text-5xl'
     >
       {value}
     </p>
@@ -88,7 +89,7 @@ const isDiscordMembers = text.toLowerCase() === 'discord members';
   {
     isDiscordMembers && (
       <a
-        href='https://discord.gg/ZrSpJ8zH'
+        href='https://roadmap.sh/discord'
         target='_blank'
         class='group mt-0 flex flex-col items-center rounded-lg border border-black bg-white px-3 py-2 text-sm hover:bg-black hover:text-white'
       >
diff --git a/src/components/Projects/EmptySolutions.tsx b/src/components/Projects/EmptySolutions.tsx
new file mode 100644
index 000000000..dcaf5b591
--- /dev/null
+++ b/src/components/Projects/EmptySolutions.tsx
@@ -0,0 +1,29 @@
+import { Blocks, CodeXml } from 'lucide-react';
+
+type EmptySolutionsProps = {
+  projectId: string;
+};
+
+export function EmptySolutions(props: EmptySolutionsProps) {
+  const { projectId } = props;
+
+  return (
+    <div className="flex min-h-[250px] flex-col items-center justify-center rounded-xl px-5 py-3 sm:px-0 sm:py-20">
+      <Blocks className="mb-4 opacity-10 h-14 w-14" />
+      <h2 className="mb-1 text-lg font-semibold sm:text-xl">
+        No solutions submitted yet
+      </h2>
+      <p className="mb-3 text-balance text-center text-xs text-gray-400 sm:text-sm">
+        Be the first to submit a solution for this project
+      </p>
+      <div className="flex flex-col items-center gap-1 sm:flex-row sm:gap-1.5">
+        <a
+          href={`/projects/${projectId}`}
+          className="flex w-full items-center gap-1.5 rounded-md bg-gray-900 px-3 py-1.5 text-xs text-white sm:w-auto sm:text-sm"
+        >
+          View Project Details
+        </a>
+      </div>
+    </div>
+  );
+}
diff --git a/src/components/Projects/LeavingRoadmapWarningModal.tsx b/src/components/Projects/LeavingRoadmapWarningModal.tsx
new file mode 100644
index 000000000..5576f1f52
--- /dev/null
+++ b/src/components/Projects/LeavingRoadmapWarningModal.tsx
@@ -0,0 +1,64 @@
+import { ArrowUpRight, X } from 'lucide-react';
+import { Modal } from '../Modal';
+import { SubmissionRequirement } from './SubmissionRequirement.tsx';
+
+type LeavingRoadmapWarningModalProps = {
+  onClose: () => void;
+  onContinue: () => void;
+};
+
+export function LeavingRoadmapWarningModal(
+  props: LeavingRoadmapWarningModalProps,
+) {
+  const { onClose, onContinue } = props;
+
+  return (
+    <Modal onClose={onClose} bodyClassName="h-auto p-4">
+      <h2 className="mb-1.5 text-2xl font-semibold">Leaving roadmap.sh</h2>
+      <p className="text-sm text-gray-500">
+        You are about to visit the project solution on GitHub. We recommend you
+        to follow these tips before you leave.
+      </p>
+
+      <div className="my-3">
+        <p className="rounded-lg bg-gray-200 p-2 text-sm text-gray-900">
+          Make sure to come back and{' '}
+          <span className="font-medium text-purple-600">leave an upvote</span>{' '}
+          if you liked the solution. It helps the author and the community.
+        </p>
+
+        <p className="mt-1 rounded-lg bg-gray-200 p-2 text-sm text-gray-900">
+          If you have feedback on the solution, open an issue or a pull request
+          on the{' '}
+          <span className="font-medium text-purple-600">
+            solution repository
+          </span>
+          .
+        </p>
+
+        <p className="mt-1 rounded-lg bg-gray-200 p-2 text-sm text-gray-900">
+          Downvote the solution if it is{' '}
+          <span className="font-medium text-purple-600">
+            incorrect or misleading
+          </span>
+          . It helps the community.
+        </p>
+      </div>
+
+      <button
+        className="inline-flex w-full items-center gap-2 rounded-lg bg-black px-3 py-2.5 text-sm text-white"
+        onClick={onContinue}
+      >
+        <ArrowUpRight className="h-5 w-5" />
+        Continue to Solution
+      </button>
+
+      <button
+        className="absolute right-2.5 top-2.5 text-gray-600 hover:text-black"
+        onClick={onClose}
+      >
+        <X className="h-5 w-5" />
+      </button>
+    </Modal>
+  );
+}
diff --git a/src/components/Projects/ListProjectSolutions.tsx b/src/components/Projects/ListProjectSolutions.tsx
new file mode 100644
index 000000000..f4dfa95f1
--- /dev/null
+++ b/src/components/Projects/ListProjectSolutions.tsx
@@ -0,0 +1,328 @@
+import { useEffect, useState } from 'react';
+import { useToast } from '../../hooks/use-toast';
+import { httpGet, httpPost } from '../../lib/http';
+import { LoadingSolutions } from './LoadingSolutions';
+import { EmptySolutions } from './EmptySolutions';
+import { ThumbsDown, ThumbsUp } from 'lucide-react';
+import { getRelativeTimeString } from '../../lib/date';
+import { Pagination } from '../Pagination/Pagination';
+import { deleteUrlParam, getUrlParams, setUrlParams } from '../../lib/browser';
+import { pageProgressMessage } from '../../stores/page';
+import { LeavingRoadmapWarningModal } from './LeavingRoadmapWarningModal';
+import { isLoggedIn } from '../../lib/jwt';
+import { showLoginPopup } from '../../lib/popup';
+import { VoteButton } from './VoteButton.tsx';
+import { GitHubIcon } from '../ReactIcons/GitHubIcon.tsx';
+import { cn } from '../../lib/classname.ts';
+
+export interface ProjectStatusDocument {
+  _id?: string;
+
+  userId: string;
+  projectId: string;
+
+  startedAt?: Date;
+  submittedAt?: Date;
+  repositoryUrl?: string;
+
+  upvotes: number;
+  downvotes: number;
+
+  isVisible?: boolean;
+
+  updated1t: Date;
+}
+
+const allowedVoteType = ['upvote', 'downvote'] as const;
+export type AllowedVoteType = (typeof allowedVoteType)[number];
+
+type ListProjectSolutionsResponse = {
+  data: (ProjectStatusDocument & {
+    user: {
+      id: string;
+      name: string;
+      avatar: string;
+    };
+    voteType?: AllowedVoteType | 'none';
+  })[];
+  totalCount: number;
+  totalPages: number;
+  currPage: number;
+  perPage: number;
+};
+
+type QueryParams = {
+  p?: string;
+};
+
+type PageState = {
+  currentPage: number;
+};
+
+const VISITED_SOLUTIONS_KEY = 'visited-project-solutions';
+
+type ListProjectSolutionsProps = {
+  projectId: string;
+};
+
+const submittedAlternatives = [
+  'submitted their solution',
+  'got it done',
+  'submitted their take',
+  'finished the project',
+  'submitted their work',
+  'completed the project',
+  'got it done',
+  'delivered their project',
+  'handed in their solution',
+  'provided their deliverables',
+  'submitted their approach',
+  'sent in their project',
+  'presented their take',
+  'shared their completed task',
+  'submitted their approach',
+  'completed it',
+  'finalized their solution',
+  'delivered their approach',
+  'turned in their project',
+  'submitted their final draft',
+  'delivered their solution',
+];
+
+export function ListProjectSolutions(props: ListProjectSolutionsProps) {
+  const { projectId } = props;
+
+  const toast = useToast();
+  const [pageState, setPageState] = useState<PageState>({
+    currentPage: 0,
+  });
+
+  const [isLoading, setIsLoading] = useState(true);
+  const [solutions, setSolutions] = useState<ListProjectSolutionsResponse>();
+  const [alreadyVisitedSolutions, setAlreadyVisitedSolutions] = useState<
+    Record<string, boolean>
+  >({});
+  const [showLeavingRoadmapModal, setShowLeavingRoadmapModal] = useState<
+    ListProjectSolutionsResponse['data'][number] | null
+  >(null);
+
+  const loadSolutions = async (page = 1) => {
+    const { response, error } = await httpGet<ListProjectSolutionsResponse>(
+      `${import.meta.env.PUBLIC_API_URL}/v1-list-project-solutions/${projectId}`,
+      {
+        currPage: page,
+      },
+    );
+
+    if (error || !response) {
+      toast.error(error?.message || 'Failed to load project solutions');
+      setIsLoading(false);
+      return;
+    }
+
+    setSolutions(response);
+  };
+
+  const handleSubmitVote = async (
+    solutionId: string,
+    voteType: AllowedVoteType,
+  ) => {
+    if (!isLoggedIn()) {
+      showLoginPopup();
+      return;
+    }
+
+    pageProgressMessage.set('Submitting vote...');
+    const { response, error } = await httpPost(
+      `${import.meta.env.PUBLIC_API_URL}/v1-vote-project/${solutionId}`,
+      {
+        voteType,
+      },
+    );
+
+    if (error || !response) {
+      toast.error(error?.message || 'Failed to submit vote');
+      pageProgressMessage.set('');
+      return;
+    }
+
+    pageProgressMessage.set('');
+    setSolutions((prev) => {
+      if (!prev) {
+        return prev;
+      }
+
+      return {
+        ...prev,
+        data: prev.data.map((solution) => {
+          if (solution._id === solutionId) {
+            return {
+              ...solution,
+              upvotes: response?.upvotes || 0,
+              downvotes: response?.downvotes || 0,
+              voteType,
+            };
+          }
+
+          return solution;
+        }),
+      };
+    });
+  };
+
+  useEffect(() => {
+    const queryParams = getUrlParams() as QueryParams;
+    const alreadyVisitedSolutions = JSON.parse(
+      localStorage.getItem(VISITED_SOLUTIONS_KEY) || '{}',
+    );
+
+    setAlreadyVisitedSolutions(alreadyVisitedSolutions);
+    setPageState({
+      currentPage: +(queryParams.p || '1'),
+    });
+  }, []);
+
+  useEffect(() => {
+    setIsLoading(true);
+    if (!pageState.currentPage) {
+      return;
+    }
+
+    if (pageState.currentPage !== 1) {
+      setUrlParams({
+        p: String(pageState.currentPage),
+      });
+    } else {
+      deleteUrlParam('p');
+    }
+
+    loadSolutions(pageState.currentPage).finally(() => {
+      setIsLoading(false);
+    });
+  }, [pageState]);
+
+  if (isLoading) {
+    return <LoadingSolutions />;
+  }
+
+  const isEmpty = solutions?.data.length === 0;
+  if (isEmpty) {
+    return <EmptySolutions projectId={projectId} />;
+  }
+
+  const leavingRoadmapModal = showLeavingRoadmapModal ? (
+    <LeavingRoadmapWarningModal
+      onClose={() => setShowLeavingRoadmapModal(null)}
+      onContinue={() => {
+        const visitedSolutions = {
+          ...alreadyVisitedSolutions,
+          [showLeavingRoadmapModal._id!]: true,
+        };
+        localStorage.setItem(
+          VISITED_SOLUTIONS_KEY,
+          JSON.stringify(visitedSolutions),
+        );
+
+        window.open(showLeavingRoadmapModal.repositoryUrl, '_blank');
+      }}
+    />
+  ) : null;
+
+  return (
+    <section>
+      {leavingRoadmapModal}
+
+      <div className="flex min-h-[500px] flex-col divide-y divide-gray-100">
+        {solutions?.data.map((solution, counter) => {
+          const isVisited = alreadyVisitedSolutions[solution._id!];
+          const avatar = solution.user.avatar || '';
+
+          return (
+            <div
+              key={solution._id}
+              className={
+                'flex flex-col justify-between gap-2 py-2 text-sm text-gray-500 sm:flex-row sm:items-center sm:gap-0'
+              }
+            >
+              <div className="flex items-center gap-1.5">
+                <img
+                  src={
+                    avatar
+                      ? `${import.meta.env.PUBLIC_AVATAR_BASE_URL}/${avatar}`
+                      : '/images/default-avatar.png'
+                  }
+                  alt={solution.user.name}
+                  className="mr-0.5 h-7 w-7 rounded-full"
+                />
+                <span className="font-medium text-black">
+                  {solution.user.name}
+                </span>
+                <span className="hidden sm:inline">
+                  {submittedAlternatives[
+                    counter % submittedAlternatives.length
+                  ] || 'submitted their solution'}
+                </span>{' '}
+                <span className="flex-grow text-right text-gray-400 sm:flex-grow-0 sm:text-left sm:font-medium sm:text-black">
+                  {getRelativeTimeString(solution?.submittedAt!)}
+                </span>
+              </div>
+
+              <div className="flex items-center justify-end gap-1">
+                <span className="flex overflow-hidden rounded-full border">
+                  <VoteButton
+                    icon={ThumbsUp}
+                    isActive={solution?.voteType === 'upvote'}
+                    count={solution.upvotes || 0}
+                    onClick={() => {
+                      handleSubmitVote(solution._id!, 'upvote');
+                    }}
+                  />
+
+                  <VoteButton
+                    icon={ThumbsDown}
+                    isActive={solution?.voteType === 'downvote'}
+                    count={solution.downvotes || 0}
+                    hideCount={true}
+                    onClick={() => {
+                      handleSubmitVote(solution._id!, 'downvote');
+                    }}
+                  />
+                </span>
+
+                <a
+                  className="ml-1 flex items-center gap-1 rounded-full border px-2 py-1 text-xs text-black transition-colors hover:border-black hover:bg-black hover:text-white"
+                  onClick={(e) => {
+                    e.preventDefault();
+                    setShowLeavingRoadmapModal(solution);
+                  }}
+                  target="_blank"
+                  href={solution.repositoryUrl}
+                >
+                  <GitHubIcon className="h-4 w-4 text-current" />
+                  Visit Solution
+                </a>
+              </div>
+            </div>
+          );
+        })}
+      </div>
+
+      {(solutions?.totalPages || 0) > 1 && (
+        <div className="mt-4">
+          <Pagination
+            totalPages={solutions?.totalPages || 1}
+            currPage={solutions?.currPage || 1}
+            perPage={solutions?.perPage || 21}
+            totalCount={solutions?.totalCount || 0}
+            onPageChange={(page) => {
+              setPageState({
+                ...pageState,
+                currentPage: page,
+              });
+            }}
+          />
+        </div>
+      )}
+    </section>
+  );
+}
diff --git a/src/components/Projects/LoadingSolutions.tsx b/src/components/Projects/LoadingSolutions.tsx
new file mode 100644
index 000000000..f327fd81e
--- /dev/null
+++ b/src/components/Projects/LoadingSolutions.tsx
@@ -0,0 +1,44 @@
+import { isMobileScreen } from '../../lib/is-mobile.ts';
+
+export function LoadingSolutions() {
+  const totalCount = isMobileScreen() ? 3 : 11;
+
+  const loadingRow = (
+    <li className="flex min-h-[78px] animate-pulse flex-wrap items-center justify-between overflow-hidden rounded-md bg-gray-200 sm:min-h-[44px] sm:animate-none sm:rounded-none sm:bg-transparent">
+      <span className="flex items-center">
+        <span className="block h-[28px] w-[28px] animate-pulse rounded-full bg-gray-200"></span>
+        <span
+          className={`ml-2 block h-[26px] w-[350px] animate-pulse rounded-full bg-gray-200`}
+        ></span>
+      </span>
+      <span className="flex items-center gap-2">
+        <span
+          className={
+            'animated-pulse h-[26px] w-[80px] rounded-full bg-gray-200'
+          }
+        ></span>
+        <span
+          className={
+            'animated-pulse h-[26px] w-[113px] rounded-full bg-gray-200'
+          }
+        ></span>
+      </span>
+    </li>
+  );
+
+  return (
+    <ul className="flex min-h-[500px] flex-col gap-2 divide-y sm:gap-0">
+      {loadingRow}
+      {loadingRow}
+      {loadingRow}
+      {loadingRow}
+      {loadingRow}
+      {loadingRow}
+      {loadingRow}
+      {loadingRow}
+      {loadingRow}
+      {loadingRow}
+      {loadingRow}
+    </ul>
+  );
+}
diff --git a/src/components/Projects/ProjectTabs.tsx b/src/components/Projects/ProjectTabs.tsx
new file mode 100644
index 000000000..9c9931d0d
--- /dev/null
+++ b/src/components/Projects/ProjectTabs.tsx
@@ -0,0 +1,69 @@
+import { cn } from '../../lib/classname';
+import {
+  Blocks,
+  BoxSelect,
+  type LucideIcon,
+  StickyNote,
+  Text,
+} from 'lucide-react';
+
+export const allowedProjectTabs = ['details', 'solutions'] as const;
+export type AllowedProjectTab = (typeof allowedProjectTabs)[number];
+
+type TabButtonProps = {
+  text: string;
+  icon: LucideIcon;
+  smText?: string;
+  isActive?: boolean;
+  href: string;
+};
+
+function TabButton(props: TabButtonProps) {
+  const { text, icon: ButtonIcon, smText, isActive, href } = props;
+
+  return (
+    <a
+      href={href}
+      className={cn('relative flex items-center gap-1 p-2', {
+        'text-black': isActive,
+        'opacity-40 hover:opacity-90': !isActive,
+      })}
+    >
+      {ButtonIcon && <ButtonIcon className="mr-1 inline-block h-4 w-4" />}
+      <span className="hidden sm:inline">{text}</span>
+      {smText && <span className="sm:hidden">{smText}</span>}
+
+      {isActive && (
+        <span className="absolute bottom-0 left-0 right-0 h-0.5 translate-y-1/2 bg-black rounded-t-md"></span>
+      )}
+    </a>
+  );
+}
+
+type ProjectTabsProps = {
+  activeTab: AllowedProjectTab;
+  projectId: string;
+};
+
+export function ProjectTabs(props: ProjectTabsProps) {
+  const { activeTab, projectId } = props;
+
+  return (
+    <div className="my-3 flex flex-row flex-wrap items-center gap-1.5 rounded-md border bg-white px-2.5 text-sm">
+      <TabButton
+        text={'Project Detail'}
+        icon={Text}
+        smText={'Details'}
+        isActive={activeTab === 'details'}
+        href={`/projects/${projectId}`}
+      />
+      <TabButton
+        text={'Community Solutions'}
+        icon={Blocks}
+        smText={'Solutions'}
+        isActive={activeTab === 'solutions'}
+        href={`/projects/${projectId}/solutions`}
+      />
+    </div>
+  );
+}
diff --git a/src/components/Projects/StartProjectModal.tsx b/src/components/Projects/StartProjectModal.tsx
new file mode 100644
index 000000000..69212ee6e
--- /dev/null
+++ b/src/components/Projects/StartProjectModal.tsx
@@ -0,0 +1,169 @@
+import { Check, CopyIcon, ServerCrash } from 'lucide-react';
+import { Modal } from '../Modal';
+import { getRelativeTimeString } from '../../lib/date';
+import { useEffect, useState } from 'react';
+import { Spinner } from '../ReactIcons/Spinner.tsx';
+import { httpPost } from '../../lib/http.ts';
+import { CheckIcon } from '../ReactIcons/CheckIcon.tsx';
+import { useCopyText } from '../../hooks/use-copy-text.ts';
+
+type StepLabelProps = {
+  label: string;
+};
+
+function StepLabel(props: StepLabelProps) {
+  const { label } = props;
+
+  return (
+    <span className="flex-shrink-0 rounded-full bg-gray-200 px-2 py-1 text-xs text-gray-600">
+      {label}
+    </span>
+  );
+}
+
+type StartProjectModalProps = {
+  projectId: string;
+  onClose: () => void;
+  startedAt?: Date;
+  onStarted: (startedAt: Date) => void;
+};
+
+export function StartProjectModal(props: StartProjectModalProps) {
+  const { onClose, startedAt, onStarted, projectId } = props;
+
+  const [isStartingProject, setIsStartingProject] = useState(true);
+  const [error, setError] = useState<string | null>();
+
+  const { isCopied, copyText } = useCopyText();
+
+  const projectUrl = `${import.meta.env.PUBLIC_APP_URL}/projects/${projectId}`;
+
+  const formattedStartedAt = startedAt ? getRelativeTimeString(startedAt) : '';
+
+  async function handleStartProject() {
+    if (!projectId || startedAt) {
+      return;
+    }
+
+    setIsStartingProject(true);
+    const { response, error } = await httpPost<{
+      startedAt: Date;
+    }>(`${import.meta.env.PUBLIC_API_URL}/v1-start-project/${projectId}`, {});
+
+    if (error || !response) {
+      setError(error?.message || 'Failed to start project');
+      setIsStartingProject(false);
+      return;
+    }
+
+    onStarted(response.startedAt);
+  }
+
+  useEffect(() => {
+    handleStartProject().finally(() => setIsStartingProject(false));
+  }, []);
+
+  if (error) {
+    return (
+      <Modal onClose={onClose} bodyClassName="h-auto text-red-500">
+        <div className="flex flex-col items-center justify-center gap-2 pb-10 pt-12">
+          <ServerCrash className={'h-6 w-6'} />
+          <p className="font-medium">{error}</p>
+        </div>
+      </Modal>
+    );
+  }
+
+  if (isStartingProject) {
+    return (
+      <Modal onClose={onClose} bodyClassName="h-auto">
+        <div className="flex flex-col items-center justify-center gap-4 pb-10 pt-12">
+          <Spinner className={'h-6 w-6'} isDualRing={false} />
+          <p className="font-medium">Starting project ..</p>
+        </div>
+      </Modal>
+    );
+  }
+
+  return (
+    <Modal
+      onClose={onClose}
+      bodyClassName="h-auto p-4 relative overflow-hidden"
+      wrapperClassName={'max-w-md'}
+    >
+      <p className="-mx-4 -mt-4 flex items-center bg-yellow-200 px-3 py-2 text-sm text-yellow-900">
+        <CheckIcon additionalClasses="mr-1.5 w-[15px] text-yellow-800 h-[15px]" />
+        <span className="mr-1.5 font-normal">Project started</span>{' '}
+        <span className="font-semibold">{formattedStartedAt}</span>
+      </p>
+      <h2 className="mb-1 mt-5 text-2xl font-semibold text-gray-800">
+        Start Building
+      </h2>
+      <p className="text-gray-700">
+        Follow these steps to complete the project.
+      </p>
+
+      <div className="my-5 space-y-1.5 marker:text-gray-400">
+        <p className="mt-1 rounded-lg bg-gray-200 p-2 text-sm text-gray-900">
+          1. Create a new public repository on GitHub.
+        </p>
+
+        <p className="mt-1 rounded-lg bg-gray-200 p-2 text-sm text-gray-900">
+          2. Complete the project according to the requirements and push your code
+          to the GitHub repository.
+        </p>
+
+        <p className="mt-1 rounded-lg bg-gray-200 p-2 text-sm text-gray-900">
+          3. Add a README file with instructions to run the project and the{' '}
+          <button
+            onClick={() => {
+              copyText(projectUrl);
+            }}
+            className="font-semibold"
+          >
+            {!isCopied && (
+              <span className="text-purple-600">
+                project page URL
+                <CopyIcon
+                  className="relative -top-px ml-1 inline-block h-4 w-4"
+                  strokeWidth={2.5}
+                />
+              </span>
+            )}
+            {isCopied && (
+              <>
+                copied URL
+                <Check className="inline-block h-4 w-4" strokeWidth={2.5} />
+              </>
+            )}
+          </button>
+        </p>
+        <p className="mt-1 rounded-lg bg-gray-200 p-2 text-sm text-gray-900">
+          4. Once done, submit your solution to help the others learn and get feedback
+          from the community.
+        </p>
+      </div>
+
+      <div className="mb-5">
+        <p className='text-sm'>
+          If you get stuck, you can always ask for help in the community{' '}
+          <a
+            href="https://roadmap.sh/discord"
+            target="_blank"
+            className="font-medium underline underline-offset-2"
+          >
+            chat on discord
+          </a>
+          .
+        </p>
+      </div>
+
+      <button
+        className="w-full rounded-md bg-black py-2 text-sm font-medium text-white hover:bg-gray-900"
+        onClick={onClose}
+      >
+        Close
+      </button>
+    </Modal>
+  );
+}
diff --git a/src/components/Projects/StatusStepper/MilestoneStep.tsx b/src/components/Projects/StatusStepper/MilestoneStep.tsx
new file mode 100644
index 000000000..cb7f965e5
--- /dev/null
+++ b/src/components/Projects/StatusStepper/MilestoneStep.tsx
@@ -0,0 +1,37 @@
+import { Check, type LucideIcon } from 'lucide-react';
+
+type MilestoneStepProps = {
+  icon: LucideIcon;
+  text: string;
+  isCompleted?: boolean;
+  isActive?: boolean;
+};
+
+export function MilestoneStep(props: MilestoneStepProps) {
+  const { icon: DisplayIcon, text, isActive = false, isCompleted } = props;
+
+  if (isActive) {
+    return (
+      <span className="flex cursor-default items-center gap-1.5 rounded-md border border-dashed border-current px-1.5 py-0.5 text-sm font-medium text-gray-400">
+        <DisplayIcon size={14} />
+        <span>{text}</span>
+      </span>
+    );
+  }
+
+  if (isCompleted) {
+    return (
+      <span className="flex cursor-default items-center gap-1.5 text-sm font-medium text-green-600">
+        <Check size={14} strokeWidth={3} />
+        <span>{text}</span>
+      </span>
+    );
+  }
+
+  return (
+    <span className="flex cursor-default items-center gap-1.5 text-sm text-gray-400">
+      <DisplayIcon size={14} />
+      <span>{text}</span>
+    </span>
+  );
+}
diff --git a/src/components/Projects/StatusStepper/ProjectStepper.tsx b/src/components/Projects/StatusStepper/ProjectStepper.tsx
new file mode 100644
index 000000000..dee1a485d
--- /dev/null
+++ b/src/components/Projects/StatusStepper/ProjectStepper.tsx
@@ -0,0 +1,245 @@
+import { Flag, Play, Send } from 'lucide-react';
+import { useEffect, useRef, useState } from 'react';
+import { cn } from '../../../lib/classname.ts';
+import { useStickyStuck } from '../../../hooks/use-sticky-stuck.tsx';
+import { StepperAction } from './StepperAction.tsx';
+import { StepperStepSeparator } from './StepperStepSeparator.tsx';
+import { MilestoneStep } from './MilestoneStep.tsx';
+import { httpGet } from '../../../lib/http.ts';
+import { StartProjectModal } from '../StartProjectModal.tsx';
+import { getRelativeTimeString } from '../../../lib/date.ts';
+import { isLoggedIn } from '../../../lib/jwt.ts';
+import { showLoginPopup } from '../../../lib/popup.ts';
+import { SubmitProjectModal } from '../SubmitProjectModal.tsx';
+
+type ProjectStatusResponse = {
+  id?: string;
+
+  startedAt?: Date;
+  submittedAt?: Date;
+  repositoryUrl?: string;
+
+  upvotes: number;
+  downvotes: number;
+};
+
+type ProjectStepperProps = {
+  projectId: string;
+};
+
+export function ProjectStepper(props: ProjectStepperProps) {
+  const { projectId } = props;
+
+  const stickyElRef = useRef<HTMLDivElement>(null);
+  const isSticky = useStickyStuck(stickyElRef, 8);
+
+  const [isStartingProject, setIsStartingProject] = useState(false);
+  const [isSubmittingProject, setIsSubmittingProject] = useState(false);
+
+  const [error, setError] = useState<string | null>(null);
+  const [activeStep, setActiveStep] = useState<number>(0);
+  const [isLoadingStatus, setIsLoadingStatus] = useState(true);
+  const [projectStatus, setProjectStatus] = useState<ProjectStatusResponse>({
+    upvotes: 0,
+    downvotes: 0,
+  });
+
+  async function loadProjectStatus() {
+    setIsLoadingStatus(true);
+
+    const { response, error } = await httpGet<ProjectStatusResponse>(
+      `${import.meta.env.PUBLIC_API_URL}/v1-project-status/${projectId}`,
+      {},
+    );
+
+    if (error || !response) {
+      setError(error?.message || 'Error loading project status');
+      setIsLoadingStatus(false);
+      return;
+    }
+
+    const { startedAt, submittedAt, upvotes } = response;
+
+    if (upvotes >= 10) {
+      setActiveStep(4);
+    } else if (upvotes >= 5) {
+      setActiveStep(3);
+    } else if (submittedAt) {
+      setActiveStep(2);
+    } else if (startedAt) {
+      setActiveStep(1);
+    }
+
+    setProjectStatus(response);
+    setIsLoadingStatus(false);
+  }
+
+  useEffect(() => {
+    loadProjectStatus().finally(() => {});
+  }, []);
+
+  return (
+    <div
+      ref={stickyElRef}
+      className={cn(
+        'relative sm:sticky top-0 my-5 -mx-4 sm:mx-0 overflow-hidden rounded-none border-x-0 sm:border-x sm:rounded-lg border bg-white transition-all',
+        {
+          'sm:-mx-5 sm:rounded-none sm:border-x-0 sm:border-t-0 sm:bg-gray-50': isSticky,
+        },
+      )}
+    >
+      {isSubmittingProject && (
+        <SubmitProjectModal
+          onClose={() => setIsSubmittingProject(false)}
+          projectId={projectId}
+          onSubmit={(response) => {
+            const { repositoryUrl, submittedAt } = response;
+
+            setProjectStatus({
+              ...projectStatus,
+              repositoryUrl,
+              submittedAt,
+            });
+
+            setActiveStep(2);
+          }}
+          repositoryUrl={projectStatus.repositoryUrl}
+        />
+      )}
+      {isStartingProject && (
+        <StartProjectModal
+          projectId={projectId}
+          onStarted={(startedAt) => {
+            setProjectStatus({
+              ...projectStatus,
+              startedAt,
+            });
+            setActiveStep(1);
+          }}
+          startedAt={projectStatus?.startedAt}
+          onClose={() => setIsStartingProject(false)}
+        />
+      )}
+
+      {error && (
+        <div className="absolute inset-0 bg-red-100 p-2 text-sm text-red-500">
+          {error}
+        </div>
+      )}
+      {isLoadingStatus && (
+        <div className={cn('striped-loader absolute inset-0 z-10 bg-white')} />
+      )}
+      <div
+        className={cn(
+          'px-4 py-2 text-sm text-gray-500 transition-colors bg-gray-100',
+          {
+            'bg-purple-600 text-white': isSticky,
+          },
+        )}
+      >
+        {activeStep === 0 && (
+          <>
+            Start building, submit solution and get feedback from the community.
+          </>
+        )}
+        {activeStep === 1 && (
+          <>
+            Started working{' '}
+            <span
+              className={cn('font-medium text-gray-800', {
+                'text-purple-200': isSticky,
+              })}
+            >
+              {getRelativeTimeString(projectStatus.startedAt!)}
+            </span>
+            . Follow{' '}
+            <button
+              className={cn('underline underline-offset-2 hover:text-black', {
+                'text-purple-100 hover:text-white': isSticky,
+              })}
+              onClick={() => {
+                setIsStartingProject(true);
+              }}
+            >
+              these tips
+            </button>{' '}
+            to get most out of it.
+          </>
+        )}
+        {activeStep >= 2 && (
+          <>
+            Congrats on submitting your solution.{' '}
+            <button
+              className={cn('underline underline-offset-2 hover:text-black', {
+                'text-purple-100 hover:text-white': isSticky,
+              })}
+              onClick={() => {
+                setIsSubmittingProject(true);
+              }}
+            >
+              View or update your submission.
+            </button>
+          </>
+        )}
+      </div>
+
+      <div className="flex flex-col sm:flex-row min-h-[60px] items-start sm:items-center justify-between gap-2 sm:gap-3 px-4 py-4 sm:py-0">
+        <StepperAction
+          isActive={activeStep === 0}
+          isCompleted={activeStep > 0}
+          icon={Play}
+          text={activeStep > 0 ? 'Started Working' : 'Start Working'}
+          number={1}
+          onClick={() => {
+            if (!isLoggedIn()) {
+              showLoginPopup();
+              return;
+            }
+
+            setIsStartingProject(true);
+          }}
+        />
+        <StepperStepSeparator isActive={activeStep > 0} />
+        <StepperAction
+          isActive={activeStep === 1}
+          isCompleted={activeStep > 1}
+          icon={Send}
+          onClick={() => {
+            if (!isLoggedIn()) {
+              showLoginPopup();
+              return;
+            }
+
+            setIsSubmittingProject(true);
+          }}
+          text={activeStep > 1 ? 'Submitted' : 'Submit Solution'}
+          number={2}
+        />
+        <StepperStepSeparator isActive={activeStep > 1} />
+        <MilestoneStep
+          isActive={activeStep === 2}
+          isCompleted={activeStep > 2}
+          icon={Flag}
+          text={
+            activeStep == 2
+              ? `${projectStatus.upvotes} / 5 upvotes`
+              : `5 upvotes`
+          }
+        />
+        <StepperStepSeparator isActive={activeStep > 2} />
+        <MilestoneStep
+          isActive={activeStep === 3}
+          isCompleted={activeStep > 3}
+          icon={Flag}
+          text={
+            activeStep == 3
+              ? `${projectStatus.upvotes} / 10 upvotes`
+              : activeStep > 3
+                ? `${projectStatus.upvotes} upvotes`
+                : `10 upvotes`
+          }
+        />
+      </div>
+    </div>
+  );
+}
diff --git a/src/components/Projects/StatusStepper/StepperAction.tsx b/src/components/Projects/StatusStepper/StepperAction.tsx
new file mode 100644
index 000000000..a6555fe13
--- /dev/null
+++ b/src/components/Projects/StatusStepper/StepperAction.tsx
@@ -0,0 +1,51 @@
+import { Check, type LucideIcon } from 'lucide-react';
+
+type StepperActionProps = {
+  isActive?: boolean;
+  isCompleted?: boolean;
+  onClick?: () => void;
+  icon: LucideIcon;
+  text: string;
+  number: number;
+};
+
+export function StepperAction(props: StepperActionProps) {
+  const {
+    isActive,
+    onClick = () => null,
+    isCompleted,
+    icon: DisplayIcon,
+    text,
+    number,
+  } = props;
+
+  if (isActive) {
+    return (
+      <button
+        onClick={onClick}
+        className="flex items-center gap-1.5 rounded-full bg-purple-600 py-1 pl-2 pr-2.5 text-sm text-white hover:bg-purple-700"
+      >
+        <DisplayIcon size={13} />
+        <span>{text}</span>
+      </button>
+    );
+  }
+
+  if (isCompleted) {
+    return (
+      <span className="flex cursor-default items-center gap-1.5 text-sm font-medium text-green-600">
+        <Check size={14} strokeWidth={3} />
+        <span>{text}</span>
+      </span>
+    );
+  }
+
+  return (
+    <span className="flex cursor-default items-center gap-1.5 text-sm text-gray-400">
+      <span className="flex h-5 w-5 items-center justify-center rounded-full bg-gray-400/70 text-xs text-white">
+        {number}
+      </span>
+      <span>{text}</span>
+    </span>
+  );
+}
diff --git a/src/components/Projects/StatusStepper/StepperStepSeparator.tsx b/src/components/Projects/StatusStepper/StepperStepSeparator.tsx
new file mode 100644
index 000000000..b169daab6
--- /dev/null
+++ b/src/components/Projects/StatusStepper/StepperStepSeparator.tsx
@@ -0,0 +1,17 @@
+import { cn } from '../../../lib/classname.ts';
+
+type StepperStepSeparatorProps = {
+  isActive: boolean;
+};
+
+export function StepperStepSeparator(props: StepperStepSeparatorProps) {
+  const { isActive } = props;
+
+  return (
+    <hr
+      className={cn('flex-grow hidden sm:flex border border-gray-300', {
+        'border-green-500': isActive,
+      })}
+    />
+  );
+}
diff --git a/src/components/Projects/SubmissionRequirement.tsx b/src/components/Projects/SubmissionRequirement.tsx
new file mode 100644
index 000000000..778efc9a1
--- /dev/null
+++ b/src/components/Projects/SubmissionRequirement.tsx
@@ -0,0 +1,44 @@
+import type { ReactNode } from 'react';
+import { cn } from '../../lib/classname.ts';
+import { CheckIcon, CircleDashed, Loader, Loader2, X } from 'lucide-react';
+import { Spinner } from '../ReactIcons/Spinner.tsx';
+
+type SubmissionRequirementProps = {
+  status: 'pending' | 'success' | 'error';
+  children: ReactNode;
+  isLoading?: boolean;
+};
+
+export function SubmissionRequirement(props: SubmissionRequirementProps) {
+  const { status, isLoading = false, children } = props;
+
+  return (
+    <div
+      className={cn(`flex items-center rounded-lg p-2 text-sm text-gray-900`, {
+        'bg-gray-200': status === 'pending',
+        'bg-green-200': status === 'success',
+        'bg-red-200': status === 'error',
+      })}
+    >
+      {!isLoading && (
+        <>
+          {status === 'pending' ? (
+            <CircleDashed className="h-4 w-4 flex-shrink-0 text-gray-400" />
+          ) : status === 'success' ? (
+            <CheckIcon className="h-4 w-4 flex-shrink-0 text-green-800" />
+          ) : (
+            <X className="h-4 w-4 flex-shrink-0 text-yellow-800" />
+          )}
+        </>
+      )}
+
+      {isLoading && (
+        <Loader2
+          className={'h-4 w-4 animate-spin text-gray-400'}
+          strokeWidth={3}
+        />
+      )}
+      <span className="ml-2">{children}</span>
+    </div>
+  );
+}
diff --git a/src/components/Projects/SubmitProjectModal.tsx b/src/components/Projects/SubmitProjectModal.tsx
new file mode 100644
index 000000000..ac8b84e4c
--- /dev/null
+++ b/src/components/Projects/SubmitProjectModal.tsx
@@ -0,0 +1,299 @@
+import { CheckIcon, CopyIcon, X } from 'lucide-react';
+import { CheckIcon as ReactCheckIcon } from '../ReactIcons/CheckIcon.tsx';
+import { Modal } from '../Modal';
+import { type FormEvent, useState } from 'react';
+import { httpPost } from '../../lib/http';
+import { GitHubIcon } from '../ReactIcons/GitHubIcon.tsx';
+import { SubmissionRequirement } from './SubmissionRequirement.tsx';
+import { useCopyText } from '../../hooks/use-copy-text.ts';
+
+type SubmitProjectResponse = {
+  repositoryUrl: string;
+  submittedAt: Date;
+};
+
+type VerificationChecksType = {
+  repositoryExists: 'pending' | 'success' | 'error';
+  readmeExists: 'pending' | 'success' | 'error';
+  projectUrlExists: 'pending' | 'success' | 'error';
+};
+
+type SubmitProjectModalProps = {
+  onClose: () => void;
+  projectId: string;
+  repositoryUrl?: string;
+  onSubmit: (response: SubmitProjectResponse) => void;
+};
+
+export function SubmitProjectModal(props: SubmitProjectModalProps) {
+  const {
+    onClose,
+    projectId,
+    onSubmit,
+    repositoryUrl: defaultRepositoryUrl = '',
+  } = props;
+
+  const { isCopied, copyText } = useCopyText();
+  const [isLoading, setIsLoading] = useState(false);
+  const [error, setError] = useState('');
+  const [successMessage, setSuccessMessage] = useState('');
+  const [repoUrl, setRepoUrl] = useState(defaultRepositoryUrl);
+  const [verificationChecks, setVerificationChecks] =
+    useState<VerificationChecksType>({
+      repositoryExists: defaultRepositoryUrl ? 'success' : 'pending',
+      readmeExists: defaultRepositoryUrl ? 'success' : 'pending',
+      projectUrlExists: defaultRepositoryUrl ? 'success' : 'pending',
+    });
+
+  const projectUrl = `${import.meta.env.DEV ? 'http://localhost:3000' : 'https://roadmap.sh'}/projects/${projectId}`;
+
+  const handleSubmit = async (e: FormEvent) => {
+    e.preventDefault();
+    try {
+      setVerificationChecks({
+        repositoryExists: 'pending',
+        readmeExists: 'pending',
+        projectUrlExists: 'pending',
+      });
+
+      setIsLoading(true);
+      setError('');
+      setSuccessMessage('');
+
+      if (!repoUrl) {
+        setVerificationChecks({
+          repositoryExists: 'error',
+          readmeExists: 'pending',
+          projectUrlExists: 'pending',
+        });
+
+        throw new Error('Repository URL is required');
+      }
+
+      const repoUrlParts = repoUrl
+        .replace(/https?:\/\/(www\.)?github\.com/, '')
+        .split('/');
+      const username = repoUrlParts[1];
+      const repoName = repoUrlParts[2];
+
+      if (!username || !repoName) {
+        setVerificationChecks({
+          repositoryExists: 'error',
+          readmeExists: 'pending',
+          projectUrlExists: 'pending',
+        });
+
+        throw new Error('Invalid GitHub repository URL');
+      }
+
+      const mainApiUrl = `https://api.github.com/repos/${username}/${repoName}`;
+
+      const allContentsUrl = `${mainApiUrl}/contents`;
+      const allContentsResponse = await fetch(allContentsUrl);
+      if (!allContentsResponse.ok) {
+        setVerificationChecks({
+          repositoryExists: 'error',
+          readmeExists: 'pending',
+          projectUrlExists: 'pending',
+        });
+
+        if (allContentsResponse?.status === 404) {
+          throw new Error(
+            'Repository not found. Make sure it exists and is public.',
+          );
+        }
+
+        throw new Error('Failed to fetch repository contents');
+      }
+
+      const allContentsData = await allContentsResponse.json();
+      if (!Array.isArray(allContentsData)) {
+        setVerificationChecks({
+          repositoryExists: 'error',
+          readmeExists: 'pending',
+          projectUrlExists: 'pending',
+        });
+
+        throw new Error('Failed to fetch repository contents');
+      }
+
+      const readmeFile = allContentsData.find(
+        (file) => file.name.toLowerCase() === 'readme.md',
+      );
+      if (!readmeFile || !readmeFile.url) {
+        setVerificationChecks({
+          repositoryExists: 'success',
+          readmeExists: 'error',
+          projectUrlExists: 'pending',
+        });
+
+        throw new Error('Readme file not found');
+      }
+
+      const readmeUrl = readmeFile.url;
+      const response = await fetch(readmeUrl);
+      if (!response.ok || response.status === 404) {
+        setVerificationChecks({
+          repositoryExists: 'success',
+          readmeExists: 'error',
+          projectUrlExists: 'pending',
+        });
+
+        throw new Error('Readme file not found');
+      }
+
+      const data = await response.json();
+      if (!data.content) {
+        setVerificationChecks({
+          repositoryExists: 'success',
+          readmeExists: 'error',
+          projectUrlExists: 'pending',
+        });
+
+        throw new Error('Readme file not found');
+      }
+
+      const readmeContent = window.atob(data.content);
+      if (!readmeContent.includes(projectUrl)) {
+        setVerificationChecks({
+          repositoryExists: 'success',
+          readmeExists: 'success',
+          projectUrlExists: 'error',
+        });
+
+        throw new Error('Add the project page URL to the readme file');
+      }
+
+      setVerificationChecks({
+        repositoryExists: 'success',
+        readmeExists: 'success',
+        projectUrlExists: 'success',
+      });
+
+      const submitProjectUrl = `${import.meta.env.PUBLIC_API_URL}/v1-submit-project/${projectId}`;
+      const { response: submitResponse, error } =
+        await httpPost<SubmitProjectResponse>(submitProjectUrl, {
+          repositoryUrl: repoUrl,
+        });
+
+      if (error || !submitResponse) {
+        throw new Error(
+          error?.message || 'Error submitting project. Please try again!',
+        );
+      }
+
+      setSuccessMessage('Solution submitted successfully!');
+      setIsLoading(false);
+
+      onSubmit(submitResponse);
+    } catch (error: any) {
+      console.error(error);
+      setError(error?.message || 'Failed to verify repository');
+      setIsLoading(false);
+    }
+  };
+
+  if (successMessage) {
+    return (
+      <Modal onClose={onClose} bodyClassName="h-auto p-4">
+        <div className="flex flex-col items-center justify-center gap-4 pb-10 pt-12">
+          <ReactCheckIcon additionalClasses={'h-12 text-green-500 w-12'} />
+          <p className="text-lg font-medium">{successMessage}</p>
+        </div>
+      </Modal>
+    );
+  }
+
+  return (
+    <Modal onClose={onClose} bodyClassName="h-auto p-4">
+      <h2 className="mb-2 flex items-center gap-2.5 text-xl font-semibold">
+        <GitHubIcon className="h-6 w-6 text-black" /> Submit Solution URL
+      </h2>
+      <p className="text-sm text-gray-500">
+        Submit the URL of your GitHub repository with the solution.
+      </p>
+
+      <div className="my-4 flex flex-col gap-1">
+        <SubmissionRequirement
+          isLoading={isLoading}
+          status={verificationChecks.repositoryExists}
+        >
+          URL must point to a public GitHub repository
+        </SubmissionRequirement>
+        <SubmissionRequirement
+          isLoading={isLoading}
+          status={verificationChecks.readmeExists}
+        >
+          Repository must contain a README file
+        </SubmissionRequirement>
+        <SubmissionRequirement
+          isLoading={isLoading}
+          status={verificationChecks.projectUrlExists}
+        >
+          README file must contain the{' '}
+          <button
+            className={
+              'font-medium underline underline-offset-2 hover:text-purple-700'
+            }
+            onClick={() => {
+              copyText(projectUrl);
+            }}
+          >
+            {!isCopied && (
+              <>
+                project URL{' '}
+                <CopyIcon
+                  className="relative -top-0.5 inline-block h-3 w-3"
+                  strokeWidth={2.5}
+                />
+              </>
+            )}
+            {isCopied && (
+              <>
+                copied URL{' '}
+                <CheckIcon
+                  className="relative -top-0.5 inline-block h-3 w-3"
+                  strokeWidth={2.5}
+                />
+              </>
+            )}
+          </button>
+        </SubmissionRequirement>
+      </div>
+
+      <form className="mt-4" onSubmit={handleSubmit}>
+        <input
+          type="text"
+          className="w-full rounded-lg border border-gray-300 p-2 text-sm focus:border-gray-500 focus:outline-none"
+          placeholder="https://github.com/you/solution-repo"
+          value={repoUrl}
+          onChange={(e) => setRepoUrl(e.target.value)}
+        />
+
+        <button
+          type="submit"
+          className="mt-2 w-full rounded-lg bg-black p-2 font-medium text-white disabled:opacity-50 text-sm"
+          disabled={isLoading}
+        >
+          {isLoading ? 'Verifying...' : 'Verify and Submit'}
+        </button>
+        {error && (
+          <p className="mt-2 text-sm font-medium text-red-500">{error}</p>
+        )}
+
+        {successMessage && (
+          <p className="mt-2 text-sm font-medium text-green-500">
+            {successMessage}
+          </p>
+        )}
+      </form>
+
+      <button
+        className="absolute right-2.5 top-2.5 text-gray-600 hover:text-black"
+        onClick={onClose}
+      >
+        <X className="h-5 w-5" />
+      </button>
+    </Modal>
+  );
+}
diff --git a/src/components/Projects/VoteButton.tsx b/src/components/Projects/VoteButton.tsx
new file mode 100644
index 000000000..15feb7254
--- /dev/null
+++ b/src/components/Projects/VoteButton.tsx
@@ -0,0 +1,35 @@
+import { cn } from '../../lib/classname.ts';
+import { type LucideIcon, ThumbsUp } from 'lucide-react';
+
+type VoteButtonProps = {
+  icon: LucideIcon;
+  isActive: boolean;
+  count: number;
+  hideCount?: boolean;
+  onClick: () => void;
+};
+export function VoteButton(props: VoteButtonProps) {
+  const { icon: VoteIcon, isActive, hideCount = false, count, onClick } = props;
+  return (
+    <button
+      className={cn(
+        'flex gap-1 px-2 py-1 text-sm text-gray-500 hover:bg-gray-100 hover:text-black focus:outline-none',
+        {
+          'bg-gray-100 text-orange-600 hover:text-orange-700': isActive,
+          'bg-transparent text-gray-500 hover:text-black': !isActive,
+        },
+      )}
+      disabled={isActive}
+      onClick={onClick}
+    >
+      <VoteIcon className={cn('size-3.5 stroke-[2.5px]', {
+          'top-[1.5px] relative mr-0.5': hideCount
+      })} />
+      {!hideCount && (
+        <span className="relative -top-[0.5px] text-xs font-medium tabular-nums">
+          {count}
+        </span>
+      )}
+    </button>
+  );
+}
diff --git a/src/components/RoadmapDropdownMenu/RoadmapDropdownMenu.tsx b/src/components/RoadmapDropdownMenu/RoadmapDropdownMenu.tsx
new file mode 100644
index 000000000..209404e32
--- /dev/null
+++ b/src/components/RoadmapDropdownMenu/RoadmapDropdownMenu.tsx
@@ -0,0 +1,93 @@
+import { ChevronDown, Globe, Menu, Sparkles, Waypoints } from 'lucide-react';
+import { useEffect, useRef, useState } from 'react';
+import { useOutsideClick } from '../../hooks/use-outside-click';
+import { cn } from '../../lib/classname';
+import {
+  navigationDropdownOpen,
+  roadmapsDropdownOpen,
+} from '../../stores/page.ts';
+import { useStore } from '@nanostores/react';
+
+const links = [
+  {
+    link: '/roadmaps',
+    label: 'Official Roadmaps',
+    description: 'Made by subject matter experts',
+    Icon: Waypoints,
+  },
+  {
+    link: '/ai/explore',
+    label: 'AI Roadmaps',
+    description: 'Generate roadmaps with AI',
+    Icon: Sparkles,
+  },
+  {
+    link: '/community',
+    label: 'Community Roadmaps',
+    description: 'Made by community members',
+    Icon: Globe,
+  },
+];
+
+export function RoadmapDropdownMenu() {
+  const dropdownRef = useRef<HTMLDivElement>(null);
+
+  const $roadmapsDropdownOpen = useStore(roadmapsDropdownOpen);
+  const $navigationDropdownOpen = useStore(navigationDropdownOpen);
+
+  useOutsideClick(dropdownRef, () => {
+    roadmapsDropdownOpen.set(false);
+  });
+
+  useEffect(() => {
+    if ($navigationDropdownOpen) {
+      roadmapsDropdownOpen.set(false);
+    }
+  }, [$navigationDropdownOpen]);
+
+  return (
+    <div className="relative flex items-center" ref={dropdownRef}>
+      <button
+        className={cn('text-gray-400 hover:text-white', {
+          'text-white': $roadmapsDropdownOpen,
+        })}
+        onClick={() => roadmapsDropdownOpen.set(true)}
+        onMouseOver={() => roadmapsDropdownOpen.set(true)}
+        aria-label="Open Navigation Dropdown"
+        aria-expanded={$roadmapsDropdownOpen}
+      >
+        Roadmaps{' '}
+        <ChevronDown className="inline-block h-3 w-3" strokeWidth={4} />
+      </button>
+      <div
+        className={cn(
+          'pointer-events-none invisible absolute left-0 top-full z-[999] mt-2 w-48 min-w-[320px] -translate-y-1 rounded-lg bg-slate-800 py-2 opacity-0 shadow-2xl transition-all duration-100',
+          {
+            'pointer-events-auto visible translate-y-2.5 opacity-100':
+              $roadmapsDropdownOpen,
+          },
+        )}
+        role="menu"
+      >
+        {links.map((link) => (
+          <a
+            href={link.link}
+            key={link.link}
+            className="group flex items-center gap-3 px-4 py-2.5 text-gray-400 transition-colors hover:bg-slate-700"
+            role="menuitem"
+          >
+            <span className="flex h-[40px] w-[40px] items-center justify-center rounded-full bg-slate-600 transition-colors group-hover:bg-slate-500 group-hover:text-slate-100">
+              <link.Icon className="inline-block h-5 w-5" />
+            </span>
+            <span className="flex flex-col">
+              <span className="font-medium text-slate-300 transition-colors group-hover:text-slate-100">
+                {link.label}
+              </span>
+              <span className="text-sm">{link.description}</span>
+            </span>
+          </a>
+        ))}
+      </div>
+    </div>
+  );
+}
diff --git a/src/components/TeamDropdown/TeamDropdown.tsx b/src/components/TeamDropdown/TeamDropdown.tsx
index e4979d72b..9d6c1c82e 100644
--- a/src/components/TeamDropdown/TeamDropdown.tsx
+++ b/src/components/TeamDropdown/TeamDropdown.tsx
@@ -32,24 +32,6 @@ export function TeamDropdown() {
   const user = useAuth();
   const { teamId } = useTeamId();
 
-  const [shouldShowTeamsIndicator, setShouldShowTeamsIndicator] =
-    useState(false);
-
-  useEffect(() => {
-    // Show team dropdown "New" indicator to first 3 refreshes
-    const viewedTeamsCount = localStorage.getItem('viewedTeamsCount');
-    const viewedTeamsCountNumber = parseInt(viewedTeamsCount || '0', 10);
-    const shouldShowTeamIndicator = viewedTeamsCountNumber < 5;
-
-    setShouldShowTeamsIndicator(shouldShowTeamIndicator);
-    if (shouldShowTeamIndicator) {
-      localStorage.setItem(
-        'viewedTeamsCount',
-        (viewedTeamsCountNumber + 1).toString(),
-      );
-    }
-  }, []);
-
   const teamList = useStore($teamList);
   const currentTeam = useStore($currentTeam);
 
@@ -102,15 +84,6 @@ export function TeamDropdown() {
       <div className="relative mr-2">
         <span className="mb-2 flex items-center justify-between text-xs uppercase text-gray-400">
           <span>Choose Team</span>
-
-          {shouldShowTeamsIndicator && (
-            <span className="mr-1 inline-flex h-1 w-1 items-center justify-center font-medium text-blue-300">
-              <span className="relative flex items-center">
-                <span className="relative rounded-full bg-gray-200 p-1 text-xs" />
-                <span className="absolute bottom-0 left-0 right-0 top-0 animate-ping rounded-full bg-gray-400 p-1 text-xs" />
-              </span>
-            </span>
-          )}
         </span>
         <button
           className="relative flex w-full cursor-pointer items-center justify-between rounded border p-2 text-sm hover:bg-gray-100"
diff --git a/src/components/courses/CourseStep.astro b/src/components/courses/CourseStep.astro
new file mode 100644
index 000000000..cbe947e4f
--- /dev/null
+++ b/src/components/courses/CourseStep.astro
@@ -0,0 +1,84 @@
+---
+import { Swords } from 'lucide-react';
+---
+
+<div class='flex flex-col'>
+  <div
+    class='-ml-[27.6px] mb-3 flex items-center text-sm leading-none text-gray-400'
+  >
+    <span class='h-3 w-3 rounded-full bg-black'></span>
+    <span class='h-[1px] w-[15px] bg-black'></span>
+    <h2 class='rounded-md border border-black bg-black px-3 py-2 text-white'>
+      Step 1 — Learn the absolute basics i.e. HTML and CSS
+    </h2>
+  </div>
+
+  <p class='mb-2 text-sm text-gray-500'>
+    Purchase and watch one of the following <span class='font-medium text-black'
+      >premium courses</span
+    >
+  </p>
+
+  <div class='rounded-lg border p-3'>
+    <ul class='flex flex-col gap-1 text-sm'>
+      <li>
+        <a href='#' class='group font-medium text-gray-800 hover:text-black'>
+          <span
+            class='mr-1.5 inline-block rounded bg-green-300 px-1.5 py-0.5 text-xs uppercase text-black no-underline'
+          >
+            Course
+          </span>
+
+          <span class='underline underline-offset-1'
+            >HTML and CSS with Mosh</span
+          >
+        </a>
+      </li>
+      <li>
+        <a href='#' class='group font-medium text-gray-800 hover:text-black'>
+          <span
+            class='mr-1.5 inline-block rounded bg-green-300 px-1.5 py-0.5 text-xs uppercase text-black no-underline'
+          >
+            Course
+          </span>
+
+          <span class='underline underline-offset-1'
+            >Learn HTML with 50 Projects</span
+          >
+        </a>
+      </li>
+    </ul>
+  </div>
+
+  <p class='mt-3 text-sm text-gray-500'>
+    Once done, build the <span class='font-medium text-black'
+      >following projects</span
+    > to test and practice your skills
+  </p>
+
+  <div class='mt-3 flex flex-col gap-1'>
+    <a
+      href='/projects/task-tracker'
+      class='flex items-center gap-2 rounded-md bg-zinc-100 px-2 py-1.5 text-sm text-black transition-colors hover:bg-zinc-300'
+    >
+      <Swords size='1.25em' className='text-gray-400' />
+      Build a login page for a website.
+    </a>
+
+    <a
+      href='/projects/task-tracker'
+      class='flex items-center gap-2 rounded-md bg-zinc-100 px-2 py-1.5 text-sm text-black transition-colors hover:bg-zinc-300'
+    >
+      <Swords size='1.25em' className='text-gray-400' />
+      Create a landing page for an e-commerce website.
+    </a>
+
+    <a
+      href='/projects/task-tracker'
+      class='flex items-center gap-2 rounded-md bg-zinc-100 px-2 py-1.5 text-sm text-black transition-colors hover:bg-zinc-300'
+    >
+      <Swords size='1.25em' className='text-gray-400' />
+      Create a responsive website for a restaurant.
+    </a>
+  </div>
+</div>
diff --git a/src/components/courses/Milestone.astro b/src/components/courses/Milestone.astro
new file mode 100644
index 000000000..14a2eae25
--- /dev/null
+++ b/src/components/courses/Milestone.astro
@@ -0,0 +1,29 @@
+---
+import { Flag } from 'lucide-react';
+---
+
+<div class='flex flex-col'>
+  <p
+    class='-ml-[37px] mb-3 flex items-center text-sm leading-none text-gray-400'
+  >
+    <span
+      class='relative flex h-8 w-8 items-center justify-center rounded-full bg-green-600 text-white'
+    >
+      <Flag size='1.2em' />
+    </span>
+    <span class='h-[2px] w-[4.5px] bg-green-600'></span>
+    <span
+      class='rounded-md border border-green-600 bg-green-600 px-3 py-2 text-white'
+    >
+      You are ready to apply for jobs
+    </span>
+  </p>
+
+  <p class='mb-2 text-sm text-gray-500'>
+    At this point, you should have a solid understanding of basic front-end development concepts and be able to build simple websites. Start applying for jobs, while continuing to learn and improve your skills.
+  </p>
+
+  <p class='mb-2 text-sm text-gray-500'>
+    You might have a difficult time finding a job at this stage, but don't get discouraged. Keep applying and improving your skills. You can also consider contributing to open-source projects to gain experience and build your portfolio.
+  </p>
+</div>
diff --git a/src/data/best-practices/api-security/content/x-frame-options-deny.md b/src/data/best-practices/api-security/content/x-frame-options-deny.md
index bf6e7450b..70217a521 100644
--- a/src/data/best-practices/api-security/content/x-frame-options-deny.md
+++ b/src/data/best-practices/api-security/content/x-frame-options-deny.md
@@ -3,3 +3,5 @@
 > Send `X-Frame-Options: deny` header.
 
 The `X-Frame-Options` header prevents the page from being displayed in an iframe, which is commonly used in clickjacking attacks. By setting the value of this header to `deny`, you are telling the browser not to display the page in any iframe. This helps prevent the page from being embedded within an attacker's website and reduces the risk of clickjacking attacks.
+
+- [@video@Tutorial - X-Frame-Options HTTP Header and Click-Jacking](https://www.youtube.com/watch?v=Els0GRj0CQM)
\ No newline at end of file
diff --git a/src/data/best-practices/backend-performance/content/prometheus-graphana.md b/src/data/best-practices/backend-performance/content/prometheus-graphana.md
index 78bdf4eba..ba0f948f4 100644
--- a/src/data/best-practices/backend-performance/content/prometheus-graphana.md
+++ b/src/data/best-practices/backend-performance/content/prometheus-graphana.md
@@ -1,3 +1,5 @@
 # Backend Monitoring with Prometheus, Grafana, ELK Stack
 
-Efficiency and rate of performance are paramount for the backend processes in web applications. Utilizing performance monitoring tools such as Prometheus, Grafana, and the ELK Stack ensures that any issues impacting performance can be promptly identified and rectified. For example, Prometheus offers robust monitoring capabilities by collecting numeric time series data, presenting a detailed insight into the application's performance metrics. Grafana can visualize this data in an accessible, user-friendly way, helping developers to interpret complex statistics and notice trends or anomalies. Meanwhile, the ELK Stack (Elasticsearch, Logstash, Kibana) provides log management solutions, making it possible to search and analyze logs for indications of backend issues. By using these tools, developers can effectively keep backend performance at optimal levels, ensuring smoother user experiences.
\ No newline at end of file
+Efficiency and rate of performance are paramount for the backend processes in web applications. Utilizing performance monitoring tools such as Prometheus, Grafana, and the ELK Stack ensures that any issues impacting performance can be promptly identified and rectified. For example, Prometheus offers robust monitoring capabilities by collecting numeric time series data, presenting a detailed insight into the application's performance metrics. Grafana can visualize this data in an accessible, user-friendly way, helping developers to interpret complex statistics and notice trends or anomalies. Meanwhile, the ELK Stack (Elasticsearch, Logstash, Kibana) provides log management solutions, making it possible to search and analyze logs for indications of backend issues. By using these tools, developers can effectively keep backend performance at optimal levels, ensuring smoother user experiences.
+
+- [@video@Tutorial - Grafana Explained in 3 minutes](https://www.youtube.com/watch?v=X-GLqyMZaJk)
\ No newline at end of file
diff --git a/src/data/best-practices/backend-performance/content/up-to-date.md b/src/data/best-practices/backend-performance/content/up-to-date.md
index fa959e48b..74a7b9a1c 100644
--- a/src/data/best-practices/backend-performance/content/up-to-date.md
+++ b/src/data/best-practices/backend-performance/content/up-to-date.md
@@ -1,3 +1,5 @@
 # Maintaining Updated Dependencies
 
-Keeping your dependencies up to date is crucial for optimizing backend performance in web applications. Regular updates bring new features, improvements, and important patches for security vulnerabilities that could harm the performance and security of your application. An outdated package, for example, may run inefficiently or even prevent other components from functioning at peak performance. This creates a ripple effect that could slow down or disrupt entire processes. Therefore, staying current with all updates enhances the robustness and operational efficiency, contributing to faster load times, better stability, and ultimately, an improved user experience.
\ No newline at end of file
+Keeping your dependencies up to date is crucial for optimizing backend performance in web applications. Regular updates bring new features, improvements, and important patches for security vulnerabilities that could harm the performance and security of your application. An outdated package, for example, may run inefficiently or even prevent other components from functioning at peak performance. This creates a ripple effect that could slow down or disrupt entire processes. Therefore, staying current with all updates enhances the robustness and operational efficiency, contributing to faster load times, better stability, and ultimately, an improved user experience.
+
+[@video@Tutorial - dependabot on GitHub](https://www.youtube.com/watch?v=TnBEVPUsuAw)
\ No newline at end of file
diff --git a/src/data/best-practices/code-review/content/change-functioning.md b/src/data/best-practices/code-review/content/change-functioning.md
index 606ca9aeb..7a34ec675 100644
--- a/src/data/best-practices/code-review/content/change-functioning.md
+++ b/src/data/best-practices/code-review/content/change-functioning.md
@@ -1,6 +1,6 @@
 # Verify the Change in Production.
 
-Veryfing the change is a crucial step in the code review process that ensures the recently merged changes work correctly and do not cause any unexpected disruptions when deployed to the live production environment. Rigorous testing before deployment helps minimize the risks, but having an additional layer of validation post-deployment provides you with the confidence that your code changes are working as intended while interacting with real users and production data. To make sure of this, consider the following tips:
+Verifying the change is a crucial step in the code review process that ensures the recently merged changes work correctly and do not cause any unexpected disruptions when deployed to the live production environment. Rigorous testing before deployment helps minimize the risks, but having an additional layer of validation post-deployment provides you with the confidence that your code changes are working as intended while interacting with real users and production data. To make sure of this, consider the following tips:
 
 - Implement automated monitoring and alerting systems to keep track of your application's key performance indicators (KPIs) and notify you in case of a significant change in the metrics.
 
@@ -10,4 +10,4 @@ Veryfing the change is a crucial step in the code review process that ensures th
 
 - Observe user interaction through user analytics, bug reports, or direct feedback to assess whether the code change has had the intended impact and is positively affecting the user experience.
 
-- Establish strategies for gradual deployment, such as canary or blue-green deployments, to minimize the potential impact of a problematic change on your entire user base and ensure smoother rollback if needed.
\ No newline at end of file
+- Establish strategies for gradual deployment, such as canary or blue-green deployments, to minimize the potential impact of a problematic change on your entire user base and ensure smoother rollback if needed.
diff --git a/src/data/guides/devops-career-path.md b/src/data/guides/devops-career-path.md
new file mode 100644
index 000000000..8d38b5057
--- /dev/null
+++ b/src/data/guides/devops-career-path.md
@@ -0,0 +1,235 @@
+---
+title: 'Is DevOps engineering a good career path in @currentYear@?'
+description: 'Learn why a DevOps career path is a smart choice in 2024. Get insights into demand, growth, and earning potential in DevOps.'
+authorId: ekene
+excludedBySlug: '/devops/career-path'
+seo:
+  title: 'Is DevOps engineering a good career path in @currentYear@?'
+  description: 'Learn why a DevOps career path is a smart choice in 2024. Get insights into demand, growth, and earning potential in DevOps.'
+  ogImageUrl: 'https://assets.roadmap.sh/guest/devops-engineer-career-path-2h4r7.jpg'
+isNew: true
+type: 'textual'
+date: 2024-08-20
+sitemap:
+  priority: 0.7
+  changefreq: 'weekly'
+tags:
+  - 'guide'
+  - 'textual-guide'
+  - 'guide-sitemap'
+---
+
+![Is it worth learning DevOps as a career path?](https://assets.roadmap.sh/guest/devops-engineer-career-path-2h4r7.jpg)
+
+Making career choices could be overwhelming for beginners and experienced software developers seeking to advance their skills. This could be due to several factors, such as the abundance of options, the numerous resources on the internet, the steep learning curves, and so on.
+
+However, before selecting a path, it is helpful to look at certain factors, such as your interests, strengths, and the future prospects of the career path, as these factors play a crucial role in determining your potential for success.
+
+[DevOps engineering](https://roadmap.sh/devops) is one of the most [in-demand and highest](https://uk.indeed.com/career-advice/career-development/software-engineering-jobs)[-](https://uk.indeed.com/career-advice/career-development/software-engineering-jobs)[paying roles](https://uk.indeed.com/career-advice/career-development/software-engineering-jobs) in the tech industry and, in recent times, has become the go-to choice for many people getting into tech and experienced tech professionals.
+As a DevOps professional, you'll enjoy spectacular career growth filled with endless opportunities.
+
+The DevOps philosophy involves bringing developers and operation teams together to improve the software delivery process.
+
+This guide will detail DevOps and provide the necessary information to help you decide whether to pursue the Devops engineer career path and steps to ensure a DevOps career growth.
+
+## What is DevOps?
+
+Derived from the combination of development (Dev) and operations (Ops), DevOps is a software development methodology that aims to improve collaboration between development and operations teams, increase the efficiency, security, and speed of software development and delivery.
+
+![DevOps](https://assets.roadmap.sh/guest/devops-8vc2m.jpg)
+
+Within DevOps, you'll play an important part in the entire software development lifecycle - from initial planning to implementation. This means you'll be a team player with excellent communication skills.
+
+## Is DevOps engineer career path right for you?
+
+DevOps is a field that's here to stay. The DevOps market grew to an incredible $10.3 billion at the end of 2023 and it is growing. Hence, securing a DevOps role is your first step toward a long-lasting career.
+
+DevOps career paths are worth considering if you have experience in software development, networking, or operations. It involves automation, testing, monitoring, configuring, networking, and Infrastructure as Code (IaC) and requires a diverse skill set as discussed below. It is a bridge between development and operations teams.
+
+These are some factors to consider before choosing the DevOps engineer career path:
+
+- Interest in automation
+- Enjoy collaborating
+- Interest in infrastructure management
+- Love for problem-solving
+- Willingness to continuously learn new skills and technology
+
+### Interest in automation
+
+Automation is an integral part of the DevOps career path. It involves writing scripts and code to automate repetitive tasks and enhance software delivery processes.  By automating repetitive tasks and workflows, DevOps teams can increase efficiency, reduce errors, and accelerate time to market for software releases.
+
+### Enjoy collaborating
+
+Collaboration is crucial in the DevOps career, as you will work with different people across several teams. The goal is to break down the silos across teams and ensure they all work together to achieve the same goal. Having great collaboration skills is crucial to being a DevOps engineer.
+
+### Interest in infrastructure management
+
+Do you enjoy working on infrastructural rather than domain code? The plus side of infrastructural code is that it can be replicated across several infrastructures once it is set up, and you can transfer the knowledge to other organizations instead of domain code, where you would always need to learn the domain of the business you are writing code for.
+
+### Love for problem-solving
+
+Choosing this field requires that you enjoy solving problems and can devise solutions to complex problems.
+
+### Willingness to continuously learn new skills and technology
+
+DevOps is an evolving field, and there is always something new. To be up to date, you have to be willing and open to continuous learning. This involves taking courses, reading articles, and getting updates on things happening in the DevOps field and tech.
+
+It is worth noting that working in DevOps involves working in high-pressure environments. You are constantly relied on to manage an organization's IT and new and existing cloud systems, which can sometimes be overwhelming.
+
+Also, there is a steep learning curve. As a tech beginner, it could be daunting and challenging to get into DevOps and adapt the DevOps culture, but as you go along, it gets easier.
+
+## DevOps in 2024
+
+According to [Statista](https://www.statista.com/statistics/1367003/in-demand-it-roles/), DevOps software engineering positions are among the top technical positions demanded by recruiters worldwide in 2023. Indeed reported that the average annual salary of [DevOps engineer](https://www.indeed.com/career/development-operations-engineer/salaries?from=top_sb) in the USA is $124,392.
+
+DevOps has evolved over the last decade. Today, it is more than automating tasks and having engineers write scripts. It is now more about practices that can help to automate software delivery, improve business and the overall software development processes.
+
+Certain trends are impacting the DevOps market currently and will also play a role in the future of DevOps. Some of them include:
+
+- Microservices
+- Cloud technology
+- Automation and CI/CD
+- Artificial Intelligence and Machine Learning
+
+Let's look at these trends and how they indirectly influence your decision.
+
+### Microservices
+
+This architecture enables the agile development and continuous delivery of software solutions. In a microservice architecture, applications are split into smaller parts known as microservices that focus on a single responsibility. Each part (microservice) is developed and deployed independently, and microservices communicate via events or API interfaces.
+
+It is a common trend, and many organizations are adopting this architecture because of its benefits, one of which is adapting to market changes and shipping out features faster rather than the delays of modular monoliths. A DevOps engineer is critical to helping in the adoption and success of microservices.
+
+### Cloud technology
+
+Cloud-native applications have become popular recently. They involve developing and deploying software applications and their dependencies in a cloud environment.
+
+There are several cloud platforms, some of the most popular ones being [AWS](https://roadmap.sh/aws), Microsoft Azure, and Google Cloud Platform (GCP). One advantage of using these cloud providers is that you don't have to manage the cloud infrastructure but instead focus on developing your applications. You also pay for only the resources you use.
+
+Containerization tools like [Docker](https://roadmap.sh/docker) and [Kubernetes](https://roadmap.sh/kubernetes) have been made popular by cloud services and microservices. These tools are part of the toolkit of DevOps engineers.
+
+### Automation and CI/CD
+
+Automation and continuous integration/continuous deployment are integral to DevOps. Organizations are widely adopting automation of their infrastructure and deployments because of its benefits including faster and more reliable application deployments.
+
+Also, with the adoption of GitOps, an operational framework that takes DevOps principles and best practices for application development and applies them to infrastructure automation, the deployment process is even more efficient. DevOps professionals are the major catalysts for this and will remain relevant.
+
+### Artificial intelligence and machine learning
+
+AI and ML have become integrated into our daily lives and automation tools are used to automate processes and routine tasks, monitor system health, and predict potential system issues. These AI tools need to be designed, maintained, and enhanced.
+
+In the AI and ML field, it is the job of an MLOps engineer, but a DevOps engineer can upskill and switch roles to an MLOps engineer.
+
+There is a concern that AI will replace DevOps professionals. However, I believe AI will complement the DevOps process, improve the software development lifecycle, and make better DevOps engineers.
+
+## Specializations in DevOps
+
+The DevOps career paths are rewarding and successful. The DevOps career also offers a lot of growth opportunities, and as you have seen in the previous section, it is in high demand.
+
+There are several DevOps career paths and devops career opportunities for both entry-level and experienced positions. Normally, working in DevOps starts with an entry-level position like a release manager or junior DevOps engineer.
+
+As a DevOps professional, you can decide to go for any of these following DevOps skills and specializations:
+
+- Automation expert
+- General DevOps engineer
+- System engineer
+- DevOps erchitect
+- DevOps release manager
+- DevSecOps engineer
+- DevOps test engineer
+
+### Automation expert
+
+In the DevOps career path, you can work as an automation expert or engineer, depending on the organization. You can specialize in implementing automation solutions, continuous improvement, and software delivery. As automation plays a critical role, every DevOps engineer should be familiar with the automation process.
+
+Automation experts specialize in implementing continuous integration (CI) and continuous delivery (CD) within the software lifecycle to boost the efficiency of development and operations teams. Additionally, they design and integrate monitoring, dashboard, and incident management tools like [Grafana](https://grafana.com/), [Loki](https://grafana.com/oss/loki/), and [Seq](https://datalust.co/seq).
+
+### General DevOps engineer
+
+This is one of the key DevOps career path. As a DevOps engineer, you work closely with developers and act as a bridge between other team members. You are involved in all aspects of the software development life cycle. You are also a bridge between operations and development teams. DevOps engineers need to be proficient with top DevOps automation tools and have knowledge of cloud platforms like AWS and Google Cloud. Usually a newbie in DevOps starts in this path as a junior DevOps engineer.
+
+### Systems engineer
+
+This is another DevOps career you can assume as you become a DevOps engineer. As a system engineer, you are responsible for designing, deploying, and maintaining an organization's IT infrastructure, including the hardware, software, networking, and operating systems.
+
+### DevOps architect
+
+In this DevOps career path, a DevOps architect is responsible for designing and implementing the overall DevOps architecture and processes in an organization.
+
+A DevOps architect is responsible for building the foundation upon which the entire process rests. The DevOps architect role is a more senior role than a DevOps engineer.
+
+A DevOps architect is like the contractor of the DevOps world and ensures consistency of agile principles across the DevOps process and work closely with other senior DevOps engineers and professionals to ensure these principles are followed.
+
+### DevOps release manager
+
+This is a DevOps career path where you are responsible for managing and overseeing software releases throughout the DevOps process. A DevOps release manager ensures software products are released on time, with high quality and reliability.
+
+### DevSecOps engineer
+
+DevSecOps stands for Development, Security and Operations. Such engineers design and implement secure architectures for software and infrastructure, manage vulnerabilities, and protect against security threats.
+
+DevSecOps engineers ensure that software applications and their supporting infrastructure are secure.
+
+### DevOps test engineer
+
+A DevOps test engineer is responsible for implementing tests to ensure software products are high-quality, reliable, and scalable. They oversee all stages of the testing process, such as designing automated testing frameworks, identifying and resolving issues, and certifying compliance with industry standards.
+
+Other DevOps roles include:
+
+- DevOps Cloud Engineer
+- Lead DevOps Engineer
+
+## Skills required in DevOps
+
+DevOps engineers require both technical skills and soft skills, which may vary from organization to organization, as well as team structure, technologies, and tools. However, some common skills exist across the board.
+
+- Knowledge of coding and scripting
+- In-depth knowledge of container and container orchestration
+- Knowledge of logging and configuration management
+- Understanding of system administration
+- In-depth knowledge of version control systems
+- Knowledge of continuous integration and continuous deployment (CI/CD)
+- Collaboration skills
+
+### Knowledge of coding and scripting
+
+To build a DevOps career, you should know at least one programming language and be proficient in scripting to further automate tasks and processes that would be tedious and slow. You should also be familiar with software development principles.
+
+### In-depth knowledge of container and container orchestration
+
+With micro-services popularity, applications can be shipped in containers and deployed to the cloud. It is possible with the help of tools like [Docker](https://roadmap.sh/docker) and container orchestration tools like [Kubernetes](https://roadmap.sh/kubernetes). A DevOps cloud engineer must have extensive knowledge of these tools and how to use them.
+
+![Docker and kubernetes](https://assets.roadmap.sh/guest/docker-and-kubernetes-kzopj.jpg)
+
+### Knowledge of logging and configuration management tools
+
+Monitoring is one of the core DevOps processes. In the DevOps career path, you are expected to have a knowledge of monitoring and logging tools. A popular one used is [Grafana](https://grafana.com/). You should be comfortable working with configuration management tools, automation frameworks, and Linux environments.
+
+### Understanding of system administration
+
+A basic understanding of provisioning and managing servers, security monitoring, and networks is required in the DevOps career path. You will monitor the servers for security vulnerabilities and apply patches when necessary.
+
+### In-depth knowledge of version control systems and source code management
+
+Version control is one of the DevOps tools, and required technical skills that a DevOps engineer should have. One of the common Version Control Systems(VCS) out there is Git.
+
+### Knowledge of continuous integration and continuous deployment (CI/CD)
+
+A DevOps professional is required to have a deep understanding of CI/CD. CI/CD involves the design and implementation of software delivery pipelines. It enables faster software release cycles. Some key DevOps tools include [Jenkins](https://www.jenkins.io/), [Azure DevOps](https://azure.microsoft.com/de-de/products/devops), [CircleCI](https://circleci.com/), [BitBucket Pipelines](https://bitbucket.org/), [GitHub Actions](https://github.com/features/actions), etc.
+
+### Communication and Collaboration skills
+
+As a DevOps professional, be prepared to work closely with cross-functional development teams. You are expected to have good communication and collaboration skills to be an effective team member. You should be able to clearly communicate your ideas to other developers, end-users and stakeholders.
+
+## How can I start my DevOps career?
+
+The next question you might be asking is how do I start my career in [DevOps](https://roadmap.sh/devops).
+You can begin your DevOps career by obtaining a bachelor's degree in computer science degree from a college.
+
+You can also obtain DevOps certification from certified DevOps trainers. One of the popular DevOps certifications is the AWS Certified DevOps Engineer.
+
+roadmap.sh offers step-by-step guidance on [how to become a DevOps engineer](https://roadmap.sh/devops/how-to-become-devops-engineer), and by signing up, you will be able to:
+
+- Keep track of your progress and also share it on your roadmap.sh profile.
+- Collaborate on other official roadmaps.
+- Draw your roadmap, either as an individual learner or for [Dev](https://roadmap.sh/teams) [t](https://roadmap.sh/teams)[eams](https://roadmap.sh/teams).
+- [Generate new roadmaps with AI](https://roadmap.sh/ai).
diff --git a/src/data/guides/devops-engineer.md b/src/data/guides/devops-engineer.md
new file mode 100644
index 000000000..b844b7ef8
--- /dev/null
+++ b/src/data/guides/devops-engineer.md
@@ -0,0 +1,309 @@
+---
+title: 'What is a DevOps Engineer? Responsbilities & Roles in @currentYear@'
+description: 'Explore the responsibilities and roles of a DevOps Engineer in @currentYear@. Gain insights into the evolving field of DevOps and what it takes to succeed.'
+authorId: ekene
+excludedBySlug: '/devops/devops-engineer'
+seo:
+  title: 'What is a DevOps Engineer? Responsbilities & Roles in @currentYear@'
+  description: 'Explore the responsibilities and roles of a DevOps Engineer in @currentYear@. Gain insights into the evolving field of DevOps and what it takes to succeed.'
+  ogImageUrl: 'https://assets.roadmap.sh/guest/what-is-devops-engineer-jort4.jpg'
+isNew: true
+type: 'textual'
+date: 2024-08-15
+sitemap:
+  priority: 0.7
+  changefreq: 'weekly'
+tags:
+  - 'guide'
+  - 'textual-guide'
+  - 'guide-sitemap'
+---
+
+![What is a DevOps engineer and what are their responsibilities?](https://assets.roadmap.sh/guest/what-is-devops-engineer-jort4.jpg)
+
+Are you a developer monitoring recent changes in the ecosystem, looking to change careers or pick up new skills in 2024? If your choice is DevOps, you might be wondering what it entails, what it will take to become one in 2024, and how it is affected by the recent changes in the tech ecosystem.
+
+In recent years, the technology ecosystem has experienced a constant shift in the way hiring managers reach out, companies hire, and the roles and responsibilities described in job postings. Particularly, 2023 proved to be a challenging year as layoffs in the technology sector grew significantly, with more than [262,000 employees laid off across 1,180 firms](https://www.statista.com/statistics/199999/worldwide-tech-layoffs-covid-19/).
+
+Despite this change, DevOps, a field within the same ecosystem, has experienced continuous growth. In fact, the DevOps market size is expected to grow to [25.5 billion USD by 2028](https://www.marketsandmarkets.com/Market-Reports/devops-market-824.html#:~:text=The%20global%20DevOps%20market%20size,USD%2010.4%20billion%20in%202023.). This indicates that the roles and responsibilities of a DevOps engineer in the modern technology environment will evolve alongside this increasing demand.
+
+In this guide, we'll discuss the roles and responsibilities of a [DevOps engineer](https://roadmap.sh/devops), the importance of DevOps in teams, common roles within a DevOps team, and best practices for DevOps teams. Finally, the guide will offer roadmaps for your DevOps journey.
+
+A DevOps engineer's roles and responsibilities include:
+
+- Following best practices and utilizing Infrastructure as Code (IaC) tools to design, implement, and manage infrastructure.
+
+- Implementing and managing Continuous Integration and Continuous Delivery (CI/CD) pipelines to automate software and code releases.
+
+- Facilitating and promoting interpersonal skills between the development teams, operations teams, and other stakeholders to establish productivity and continuous improvement.
+
+- Implementing monitoring, logging, alerts, and dashboards to track the performance and health of applications and infrastructure.
+
+- Writing and maintaining scripts to automate tasks and DevOps processes.
+
+- Providing support and troubleshooting issues related to applications, systems, and infrastructure.
+
+- Efficiently manage and monitor cloud resources by implementing autoscaling and other cloud management techniques to maintain optimal performance.
+
+Let's look at the DevOps ecosystem in detail.
+
+## What is a DevOps engineer?
+
+A DevOps engineer is a professional whose primary purpose is to work at the intersection of software development and IT operations. Their main goal is to continuously deliver high-quality software, improve collaboration between teams, and shorten the Software Development Life Cycle (SDLC).
+
+DevOps engineers are responsible for maintaining the culture and practices that bridge the gap between the software development process (Dev) and IT operations (Ops). They promote the use of tools and other automation mechanisms to shorten the software delivery processes while maintaining high quality.
+
+DevOps engineers use various tools to automate and enhance their workflow, such as:
+
+- Docker
+- Kubernetes
+- Jenkins
+- Version control systems
+- Grafana
+- Ansible
+- Prometheus
+
+### Docker
+
+Docker is a containerization platform that allows developers to package applications and their dependencies into a lightweight and portable container that can run consistently in any environment. Docker streamlines the development process by making it easy to manage and scale applications
+
+![Docker](https://assets.roadmap.sh/guest/docker-logo-cvtzr.jpg)
+
+You can learn more details by exploring the [Docker roadmap](https://roadmap.sh/docker).
+
+### Kubernetes
+
+Kubernetes is a container orchestration platform for automating, deploying, and scaling containerized applications. It offers numerous benefits, including cluster management, high availability, load balancing, and resource management.
+
+![Kubernetes](https://assets.roadmap.sh/guest/kubernetes-logo-zipbs.jpg)
+
+You can learn more details by exploring the [Kubernetes roadmap](https://roadmap.sh/kubernetes).
+
+### Jenkins
+
+Jenkins is an open-source automation tool for automating CI/CD processes. It gives developers the flexibility to build, test, and deploy applications. Jenkins' ecosystem and seamless integration with various tools make it ideal for automating DevOps workflow.
+
+![Jenkins](https://assets.roadmap.sh/guest/jenkins-logo-pqnqc.jpg)
+
+### Version control systems
+
+Version control systems allow developers to track, revise, manage branches, and merge codes seamlessly. Examples include Git, Mercurial, and Subversion, with popular platforms like GitHub and Bitbucket providing integration support.
+
+![Version control systems](https://assets.roadmap.sh/guest/git-logo-hrzut.jpg)
+
+### Grafana
+
+Grafana is an analytic and monitoring platform for visualizing metrics, logs, and other critical data. It helps DevOps engineers monitor the real-time health and performance of applications and systems.
+
+![Grafana](https://assets.roadmap.sh/guest/grafana-logo-zyx92.jpg)
+
+### Ansible
+
+Ansible is an automation tool for configuring application management, deployment, and other automation tasks. It uses a YAML syntax to define automation workflow, reducing the time required for repetitive tasks.
+
+![Ansible](https://assets.roadmap.sh/guest/ansible-logo-efs80.jpg)
+
+### Prometheus
+
+Prometheus is a monitoring and alerting tool that collects metrics from applications and infrastructure. It stores these metrics in a time-series database, allowing for querying and visualization to detect potential issues.
+
+![Prometheus](https://assets.roadmap.sh/guest/pometheus-logo-v4pp4.jpg)
+
+## What are the responsibilities of a DevOps engineer?
+
+DevOps engineers wear multiple hats to perform their day-to-day tasks. They possess technical skills in the software development lifecycle and operations skills for maintenance, and they are responsible for bridging the gap and fostering collaboration between development and other stakeholders.
+
+DevOps engineer responsibilities include:
+
+- Infrastructure management
+- Setting up and maintaining CI/CD pipelines
+- Working closely with others and keeping communication flowing
+- Keeping an eye on things by monitoring and logging
+- Automating toil
+- Handling deployments and managing cloud services
+- Optimizing performance
+- Software development and scripting
+- Managing resources efficiently
+- Supporting developers and troubleshooting issues
+- Ensuring security across the infrastructure
+
+![DevOps engineer job description](https://assets.roadmap.sh/guest/devops-engineer-description-tro4n.jpeg)
+
+Now, let's look at these points in detail.
+
+### Infrastructure management
+
+A key responsibility of a DevOps engineer is to ensure the design, implementation, and management of a robust and scalable infrastructure. They use Infrastructure as Code (IaC) tools like Terraform or Ansible to automate infrastructure provisioning and configuration management.
+
+### CI/CD pipelines
+
+In the SDLC, new features, patches, and fixes are frequently deployed to meet customers' needs. To facilitate this, a DevOps engineer must set up a CI/CD pipeline to automate the testing environment and software releases, ensuring seamless integration and a smooth deployment process.
+
+![ci/cd](https://assets.roadmap.sh/guest/cicd-y1h56.jpeg)
+
+### Collaboration and communication
+
+DevOps engineer skills are essential for fostering an efficient and collaborative work environment. DevOps engineers champion clear communication (both oral and written) between project stakeholders. They believe in active communication and collaboration between the development team and other project stakeholders to ensure productivity, shared responsibilities, and continuous improvement.
+
+![collaboration & communication](https://assets.roadmap.sh/guest/collaboration-f4lfb.jpeg)
+
+### Automation
+
+One of the essential DevOps principles is automating manual and repetitive tasks. A DevOps engineer uses DevOps automation tools like Puppet or SaltStack to improve efficiency and reduce human error during deployment processes, scaling, and other operational tasks.
+
+![automation](https://assets.roadmap.sh/guest/automation-kani0.jpeg)
+
+### Deployment and cloud management
+
+DevOps engineers use containers and orchestration platforms like Docker and Kubernetes to facilitate efficient deployment, scaling, and management, whether in on-premise environments or cloud services like [Amazon Web Services (AWS),](https://roadmap.sh/aws) Microsoft Azure, or Google Cloud Platform.
+
+![Clouds deployment — AWS vs Azure vs GCP](https://assets.roadmap.sh/guest/cloud-management-qbcb0.jpeg)
+
+### Performance optimization
+
+A key responsibility of a DevOps engineer is to set up mechanisms to constantly audit systems, analyze performance, and implement load and stress testing. This guarantees that applications can handle high demand and spikes in traffic.
+
+### Software development and scripting
+
+While the DevOps ecosystem offers both paid and open-source tools to help streamline responsibilities, there are times when custom-made tools or extensions of existing tools are required. A good understanding of software development processes and scripting languages like [Python](https://roadmap.sh/python), [Go](https://roadmap.sh/golang), or [JavaScript (Node.js)](https://roadmap.sh/nodejs) helps a DevOps engineer build solutions for such specific business edge cases.
+
+### Resource management
+
+In a DevOps engineer role, engineers ensure that the resources allocated to a system can perform effectively during both slow and peak periods. This involves implementing autoscaling, monitoring resource usage, considering future capacity needs, and utilizing other resource configuration management tools.
+
+### Developer support and troubleshooting
+
+An integral part of DevOps methodology is ensuring that development and operational teams are supported by troubleshooting issues related to applications, infrastructures, and other systems. Additionally, DevOps professionals create documentation, guides, and other helpful resources to enhance the knowledge base. This guarantees that both experienced team members and new joiners can leverage these resources for debugging, troubleshooting, or research purposes.
+
+### Security
+
+A growing part of the DevOps ecosystem is Development, Security, and Operations (DevSecOps). This practice involves automating security and best practices into every phase of the SDLC to ensure compliance with industry standards, effective resource identity and access management, and more. A good understanding of DevSecOps is an essential skill for experienced DevOps engineers.
+
+## What is the importance of DevOps in an organization?
+
+DevOps is gaining massive adoption because organizations are shifting away from traditional software development and resource provisioning approaches that are slow, prone to human error, and siloed. They want to deliver fast, reliable, and scalable applications, which the traditional approach lacks.
+
+Some of the ways DevOps can benefit an organization include:
+
+- Improving collaboration and shared responsibilities among project stakeholders.
+- Enhancing software quality with automated testing and continuous feedback loops.
+- Speeding up software delivery by promoting communication and collaboration between cross-functional teams.
+- Supporting career development through a DevOps culture of experimentation and learning new DevOps skills.
+- Providing a better customer experience because applications are thoroughly tested before going live.
+- Reducing risk associated with software development and deployment using CI/CD principles.
+- Encouraging knowledge sharing and flexibility to experiment, helping teams learn a wide range of skills and technologies.
+
+Organizations practicing or willing to adopt DevOps must be prepared for a cultural shift, continuous improvement, and investment in automation tools. Although it may be a lot at times, the benefits are worth the investment.
+
+## Common roles within the DevOps ecosystem
+
+The recent growth in the DevOps ecosystem has led to newer DevOps roles. While most jobs categorize these roles under the umbrella term "DevOps Engineer," which may work for small organizations, it becomes an issue in medium to larger organizations with diverse project goals and other factors. While these roles share similarities and sometimes overlap in responsibilities, it is important to understand the different aspects they tackle. The diagram below shows the crucial roles in the DevOps lifecycle.
+
+![Roles in DevOps](https://assets.roadmap.sh/guest/6-devops-roles-xc82k.jpeg)
+
+### Site Reliability engineers (SRE)
+
+SRE focuses on system reliability, scalability, and performance. Their skills involve combining software engineering and systems administration.
+
+**Key Responsibilities**
+
+- Implements monitoring and alerting systems.
+- Ensures the system is reliable, performant, and scalable.
+- Analyze incidents to detect them and implement preventive measures.
+
+**Required skills**
+
+- Proficiency in using automation and infrastructure as code tools.
+- Problem-solving and troubleshooting skills.
+- Experience with alerting and monitoring tools like Prometheus and Grafana.
+
+### Cloud engineers
+
+Cloud engineers are responsible for designing and implementing cloud-native solutions. They also manage cloud technologies and infrastructure like AWS, Azure, or Google Cloud to guarantee efficient resource usage and cost-effectiveness.
+
+**Key Responsibilities**
+
+- Design and manage cloud infrastructure.
+- Monitor and optimize cloud resources and associated costs.
+- Ensure compliance and security of cloud resources.
+
+**Required skills**
+
+- Expertise in using popular cloud providers like AWS, Azure, and GCP.
+- Proficiency in using automation tools like Terraform and CloudFormation.
+- Knowledge of cloud security and compliance
+
+### Automation engineers
+
+Automation engineers are responsible for identifying tasks that can be automated across development and operations. They develop scripts and DevOps tools to automate repetitive tasks and integrate them into CI/CD pipelines.
+
+**Key Responsibilities**
+
+- Review, design, and implement automation strategies across the software development lifecycle.
+- Ensures consistency and reliability of automated processes.
+- Stay up-to-date with the latest automation tools and technologies.
+
+**Required skills**
+
+- Proficiency in scripting and programming languages.
+- Expertise in automation tools and frameworks like Jenkins and GitHub Action.
+
+### Build engineers
+
+Build engineers are responsible for managing build systems and tools, troubleshooting build failures, optimizing build performance, and integrating builds into the CI/CD pipelines.
+
+**Key Responsibilities**
+
+- Manage and maintain build systems and tools.
+- Ensures builds are consistent and replicable across environments.
+- Automate the build process.
+
+**Required skills**
+
+- Knowledge of CI/CD tools and version control systems.
+- Proficiency in build tools.
+- Strong problem-solving and debugging skills.
+
+### Release engineers
+
+Release engineers are responsible for planning, scheduling, and coordinating the software release process for testing, sandbox, or production environments.
+
+**Key Responsibilities**
+
+- Plan and manage the release of new software, software updates, and new features.
+- Maintain release schedules and project release timelines.
+
+**Required skills**
+
+- Knowledge of CI/CD tools and version control systems.
+- Project management and organization skills.
+- Strong communication and coordination skills
+
+### Security engineers 
+
+Security engineers are responsible for integrating security and best practices into the DevOps pipeline. Additionally, they collaborate with development and operations teams to conduct security assessments, vulnerability scans, and compliance checks.
+
+**Key Responsibilities**
+
+- Implement and manage security tools and technologies.
+- Integrate DevSecOps into the software development lifecycle.
+- Document security best practices and ensure compliance with policies and regulations.
+
+**Required skills**
+
+- Knowledge of security best practices and frameworks
+- Familiarity with identity and access management systems
+
+## Best practices for DevOps teams
+
+To achieve success as a team practicing or intending to adopt DevOps practices, you need a combination of the right tools, best practices, and a cultural shift. Here are some tips and best DevOps practices for teams:
+
+- Encourage Continuous Integration (CI) and Continuous Deployment (CD) by having software developers commit code frequently, automating builds, and providing timely feedback between teams.
+- Embrace IaC to maintain consistency across testing, production, and other environments.
+- Implement logging, alerts, and monitoring across systems.
+- Ensure unit tests, integration tests, and end-to-end tests to validate the quality of software.
+- Promote soft skills, feedback loops, post-mortem audits, retrospectives, and a continuous learning culture.
+- Set clear metrics and Key Performance Indicators (KPIs) to easily identify areas needing improvement.
+- Ensure effective collaboration and shared responsibilities between development, operations, QAs, and other teams.
+
+In summary, DevOps is growing and will continue to expand, bringing about even more DevOps roles and responsibilities for engineers in the ecosystem. The roadmap.sh’s [DevOps roadmap](https://roadmap.sh/devops) is a valuable resource that can help you stay updated on these changes. Additionally, you can track your learning path and connect with a vibrant community by [signing up](https://roadmap.sh/signup) on the roadmap.sh platform.
diff --git a/src/data/guides/history-of-javascript.md b/src/data/guides/history-of-javascript.md
index 99e441eb6..caebd7b6f 100644
--- a/src/data/guides/history-of-javascript.md
+++ b/src/data/guides/history-of-javascript.md
@@ -46,7 +46,7 @@ After a few years of the release of ES5, things started to change, TC39 (the com
 - Default and rest parameters
 - Spread operator
 - `let` and `const`
-- Iterators  `for..of`
+- Iterators `for..of`
 - Generators
 - `map` and `set`
 - Proxies and Symbols
@@ -80,4 +80,4 @@ ESNext is a dynamic name that refers to whatever the current version of ECMAScri
 
 Since the release of ES6, [TC39](https://github.com/tc39) has quite streamlined their process. TC39 operates through a Github organization now and there are [several proposals](https://github.com/tc39/proposals) for new features or syntax to be added to the next versions of ECMAScript. Any one can go ahead and [submit a proposal](https://github.com/tc39/proposals) thus resulting in increasing the participation from the community. Every proposal goes through [four stages of maturity](https://tc39.github.io/process-document/) before it makes it into the specification.
 
-And that about wraps it up. Feel free to leave your feedback in the [discord](https://discord.gg/ZrSpJ8zH). Also here are the links to original language specifications [ES6](https://www.ecma-international.org/ecma-262/6.0/), [ES7](https://www.ecma-international.org/ecma-262/7.0/) and [ES8](https://www.ecma-international.org/ecma-262/8.0/).
+And that about wraps it up. Feel free to leave your feedback in the [discord](https://roadmap.sh/discord). Also here are the links to original language specifications [ES6](https://www.ecma-international.org/ecma-262/6.0/), [ES7](https://www.ecma-international.org/ecma-262/7.0/) and [ES8](https://www.ecma-international.org/ecma-262/8.0/).
diff --git a/src/data/guides/how-to-become-frontend-developer.md b/src/data/guides/how-to-become-frontend-developer.md
new file mode 100644
index 000000000..d289608de
--- /dev/null
+++ b/src/data/guides/how-to-become-frontend-developer.md
@@ -0,0 +1,306 @@
+---
+title: 'How to Become a Front-End Developer in 7 Steps'
+description: 'Learn how to become a front-end developer in 7 clear steps. Start your coding journey with practical tips and resources today!'
+authorId: kamran
+excludedBySlug: '/frontend/how-to-become-frontend-developer'
+seo:
+  title: 'How to become a Front-End Developer in 7 Steps'
+  description: 'Learn how to become a front-end developer in 7 clear steps. Start your coding journey with practical tips and resources today!'
+  ogImageUrl: 'https://assets.roadmap.sh/guest/how-to-become-frontend-developer-i23nx.jpg'
+isNew: true
+type: 'textual'
+date: 2024-08-15
+sitemap:
+  priority: 0.7
+  changefreq: 'weekly'
+tags:
+  - 'guide'
+  - 'textual-guide'
+  - 'guide-sitemap'
+---
+
+![How to become a frontend developer.](https://assets.roadmap.sh/guest/how-to-become-frontend-developer-i23nx.jpg)
+
+Front-end developers **(also referred to as front-end engineers or client-side developers)** create the user interface (UI) and user experience (UX) of web pages and web applications. Using HTML, CSS, and JavaScript, they transform static designs into functional web pages. They create interactive and visual elements that users interact with directly, including buttons, forms, and navigation menus.
+
+[Front-end developers](https://roadmap.sh/frontend) are a crucial part of any team. They ensure that websites are user-friendly, load fast, and rank high on search engines. So, companies seek skilled front-end developers who can create dynamic and responsive websites.
+
+However, becoming a front-end developer isn't just about jumping straight into coding. It's a deliberate process that involves following specific steps.
+
+**TL;DR**: Become a front-end developer in 7 steps:
+
+- **Step 1**: Learn web development fundamentals.
+- **Step 2**: Practice building projects.
+- **Step 3**: Learn the version control systems and the command line.
+- **Step 4**: Learn front-end frameworks and libraries.
+- **Step 5**: Study the accessibility and responsive design principles
+- **Step 6:** Join online communities and attend events.
+- **Step 7**: Build a portfolio and apply for jobs.
+
+The above steps will give you the skills to become a proficient front-end developer. This guide will provide a deep dive into the steps and benefits of working in a front-end position.
+
+## Benefits of pursuing a career in front-end development
+
+The job market requires skilled professionals to create dynamic websites and web applications. This demand makes front-end development a role filled with numerous career opportunities.
+
+Some of the benefits of pursuing a career in front-end development include:
+
+- High demand and employment stability.
+- Flexible career.
+- Competitive earning potential.
+
+### High demand and employment stability
+
+Front-end development is a highly sought-after skill set in the tech industry. The demand isn't limited to a particular sector; it extends to healthcare, e-commerce, gaming, etc., making it a lucrative career choice.
+
+![Job Outlook for Front-End Developers](https://assets.roadmap.sh/guest/job-outlook-frontend-engineer-tvm05.jpeg)
+
+[BLS (Bureau of Labor Statistics)](https://www.bls.gov/ooh/computer-and-information-technology/web-developers.htm) projects a 16% increase in web developer jobs from 2022 to 2032. This rate exceeds the average for all other jobs by a significant margin. So, there will always be a need for front-end developers, which means job security and a steady career path.
+
+### Flexible career
+
+The front-end development field offers many benefits, one of which is flexibility. You can work as a freelancer, remotely, or in a hybrid role – whatever works best for you! Or, if you prefer, you can go with a more traditional office setup. This flexibility gives you the power to:
+
+- Work from anywhere on the planet as long as you can access the Internet.
+- Find projects and clients that align with your interests and goals.
+- Connect with global teams and build your professional network.
+
+### Competitive earning potential
+
+Front-end development provides a financially rewarding career path with competitive salaries. As per Glassdoor, front-end developers make an average salary of $85,432 in the United States.
+
+![Frontend Developer Salary](https://assets.roadmap.sh/guest/frontend-engineer-salary-smqar.PNG)
+
+However, how much you earn can depend on your experience, the size of the company, and where you're looking for a job.
+
+## Become a front-end developer in 7 steps
+![How to become a frontend developer in 7 steps](https://assets.roadmap.sh/guest/how-to-become-frontend-developer-in-7-steps-2gigl.jpeg)
+
+The number of online resources available to learn front-end development can be overwhelming. It's hard for aspiring front-end developers to know where to start. However, roadmap.sh provides a clear step-by-step [front-end roadmap](https://roadmap.sh/frontend) to help you learn.
+
+The guide breaks it down so you don't have to guess and gives you all you need to learn front-end development. The steps below present a concise version of the front-end roadmap.
+
+### Step 1: Learn web development fundamentals
+
+![Web development fundamentals](https://assets.roadmap.sh/guest/learn-web-fundementals-bg7c8.jpeg)
+
+The first step toward becoming a front-end developer is to learn the fundamentals. These are the foundations for everything you create on the web.
+
+It involves learning:
+
+- **HTML (Hyper Text Markup Language)**: For structuring the content on a webpage. HTML is the blueprint or skeletal structure of a website. It defines the different elements of websites, like headings, paragraphs, and images.
+- **CSS (Cascading Style Sheets):** For styling the content on a webpage. It is a styling language that controls the layout and appearance of HTML-based web pages. With CSS, you can add colors, fonts, and more to your web pages.
+- **JavaScript**: [JavaScript](https://roadmap.sh/javascript) adds interactivity and functionality to web pages. It is a programming language that makes HTML and CSS static websites functional. Thanks to JavaScript, web pages can respond to user actions. For example, you can achieve your desired outcome when you click a button or submit a form on a website.
+
+Building beautiful websites and applications begins with learning HTML, CSS, and JavaScript. It gives you many job options in web development and lets you create your own website!
+
+### Step 2: Practice building projects
+
+Coding is like playing video games: you have to put in a lot of practice to become proficient. So, don't just watch or read tutorials about coding concepts daily–apply them! It will improve your programming skills. If all you do is learn without practicing, you will be an expert in theory but an amateur in practice.
+
+Write code regularly and work on building projects, no matter how small. Follow a learning, practicing, and repetition cycle to enhance your skills. As you work on small projects, you'll gain experience with HTML, CSS, and JavaScript.
+
+Some ways to practice building projects include:
+
+- **Personal projects**: Build projects that address a problem or individual needs. These include tribute pages, calculators, or to-do list applications.
+- Join a technical team or find a coding partner to work on a project together.
+- **Project work**: Work on a client project or contribute to open-source projects on GitHub. It will allow you to learn from others, contribute to existing code, and connect with new people.
+- **Code challenges**: Participate in code challenges on platforms like [HackerRank](https://www.hackerrank.com/) and [LeetCode](https://leetcode.com/). These sites provide various exercises for practicing [front-end and building websites](https://cesscode.hashnode.dev/resources-to-help-you-practice-web-development).
+
+As you practice coding consistently, you will face a lot of issues. The more problems you solve, the better you become.
+
+### Step 3: Learn the version control systems and the command line.
+
+As a front-end developer, learning version control systems **(VCS)** and the command line is vital. They make it easier for you to:
+
+- Track and manage source code modifications.
+- Work with others on the same project.
+- Streamline your workflow and automate tasks.
+
+![Version control systems](https://assets.roadmap.sh/guest/version-control-systems-qwtx6.jpeg)
+
+Examples of version control systems include Git **(e.g., GitHub, GitLab, Bitbucket).** Git enables you to:
+
+- Create and manage repositories
+- Create branches and merge code
+- Commit changes and track source code revisions
+
+When you become skilled at using Git, you'll work and deploy projects faster. This documentation provides a detailed guide to help you learn everything you need to know about [Git](https://github.com/git-guides).
+
+### Step 4: Learn front-end frameworks and libraries
+
+Learning front-end frameworks and libraries is essential for a front-end developer. It will make your job easier and help you build faster websites and applications.
+
+![Front-end frameworks and libraries](https://assets.roadmap.sh/guest/frontend-frameworks-and-libraries-8vplh.jpeg)
+
+Examples of front-end development frameworks and libraries include:
+
+- **CSS libraries**: CSS libraries are pre-designed CSS templates for styling websites and applications. They provide ready-made design solutions, such as responsive layouts and button styling. Examples of CSS libraries are Bootstrap and TailwindCSS. They help you to work faster, keep your design consistent, and not write too much CSS code from scratch.
+- **JavaScript frameworks:** JavaScript frameworks are more extensive collections of code. They are building blocks for creating web applications and providing structure and functionality. Their pre-defined structure quickens development for creating complex web applications. Popular JavaScript frameworks include [Angular](https://roadmap.sh/angular) and [Vue.js](https://roadmap.sh/vue).
+- **JavaScript libraries:** JavaScript libraries are similar to CSS libraries. Examples of JavaScript libraries are Chart.js and [React](https://roadmap.sh/react). They offer pre-built functions for performing tasks like DOM manipulation and event handling.
+
+Before learning a front-end framework or library, ensure you understand HTML, CSS, and JavaScript. It will give you an in-depth understanding of how frameworks and libraries work.
+
+### Step 5: Study the accessibility and responsive design principles
+
+Becoming an expert frontend developer requires understanding accessibility and responsive design principles. These principles ensure that everyone can use your website and that it looks good on all devices.
+
+Responsive design involves creating websites that are:
+
+- Adaptable to several screen sizes and devices, e.g., laptops, tablets, and smartphones.
+- Able to deliver the best possible user experience on various devices.
+
+Accessible design involves creating websites that are:
+
+- Usable by a wide range of users, including users with disabilities.
+- Following guidelines and standards of accessibility.
+
+Understanding these principles demonstrates your commitment to best practices for front-end development. As a result, you become a better front-end developer and more job-ready.
+
+### Step 6: Join developer communities and attend events
+
+Attending developer events and joining a community is essential for aspiring front-end developers. The best part? You can join in from your work desk **(online)** or look for events nearby **(offline)** that work with your plans. These include conferences, meet-ups, and online forums like the [roadmap community.](https://discord.com/invite/cJpEt5Qbwa)
+
+By joining a developer community and attending tech events, you'll:
+
+- Become part of a supportive community.
+- Get access to resources and tools that can help simplify your development process.
+- Participate in workshops and sessions that will expand your skills.
+- Connect with colleagues to learn about new opportunities.
+
+### Step 7: Build a portfolio and apply for jobs
+
+The final step in becoming a front-end developer is to build an online portfolio and apply for jobs. Portfolios are visual representations of your skills, and they should include:
+
+- Real-world projects that showcase your skills in HTML, CSS, JavaScript, React and more. These projects could include anything from basic websites to complex web applications. However, it's advisable to include complex projects like an e-commerce application.
+- Open source contributions code.
+- Code examples to demonstrate your problem-solving skills.
+
+Once you've built a solid portfolio, it's time to apply for a front-end developer job. This process includes writing a cover letter and resume and preparing for interviews. This roadmap.sh guide will help you prepare for these interviews: [Top](https://roadmap.sh/questions/frontend) [Front End Developer Interview Questions](https://roadmap.sh/questions/frontend).
+
+But remember, front-end development is a continuous learning process. So, it's essential to keep learning during and after a job search to keep up with new tools and trends.
+
+## Responsibilities of a front-end developer
+
+Now that you've taken the steps to become a front-end developer, it's time to dive into the heart of the role.
+
+![Responsibilities of a front-end developer](https://assets.roadmap.sh/guest/responsibilites-of-frontend-developer-r6k0m.jpeg)
+
+Creating an effective website involves managing various responsibilities as a front-end developer, such as:
+
+- Collaboration with other teams.
+- Building user interfaces.
+- Responsiveness and cross-browser compatibility.
+- Implementing website functionality and interactivity.
+
+### Collaboration with other teams
+
+![Collaboration with other teams](https://assets.roadmap.sh/guest/collaboration-with-other-teams-04way.jpeg)
+
+Front-end development is usually not done alone. It is a team effort! It involves everyone working together and communicating well to ensure a successful project. As a front-end developer, you will work with several teams, such as:
+
+- **Back-end developers**: [Back-end developers](https://roadmap.sh/backend) build the server side of websites and web applications. They handle many functionalities you don't see on a website or web application. These functionalities include developing APIs **(application program interfaces)** and managing server-side logic. Front-end and back-end developers collaborate to create a functional and secure website.
+- **UI designers**: UI designers create the visual elements of websites and applications. They design the color scheme, layout, and interactive elements like buttons. Front-end developers collaborate with UI designers to understand the design requirements. They use their technical skills to turn these designs into functional, interactive websites.
+
+### Building user interfaces
+
+The responsibility of creating user interfaces (UIs) falls to front-end developers. Building UIs begins after the front-end developer understands the design requirements. It involves transforming design concepts into functional and interactive websites.
+
+The processes involved in building UIs include:
+
+- Writing clean, maintainable, and efficient code.
+- **Accessibility and performance optimization**: Front-end developers must prioritize accessibility. All users, including users with disabilities, must be able to access the UI. They must consider color contrast, keyboard navigation, and other accessibility features. Also, they should optimize performance by using lazy loading methods for fast-load times.
+- **Testing and iteration.** Testing the UI for bugs and usability issues is essential. It ensures the interface is easy to use and meets the desired quality.
+
+### Responsiveness and cross-browser compatibility
+
+Front-end developers are responsible for ensuring project responsiveness and cross-browser compatibility. It often takes place when building user interfaces.
+
+This process involves building a website and web application that:
+
+- Adjust to various devices and screen sizes **(responsive web design)**.
+- Function consistently in different web browsers, like Chrome and Firefox **(cross-browser compatibility)**.
+
+### Implementing website functionality and interactivity
+
+Front-end developers are responsible for implementing website functionality and interactivity. This step often follows the designer's completion of the user interface layout. The process involves making user-friendly UIs that boost user experience and engagement.
+
+It involves several steps, like:
+
+- Writing JavaScript code to create interactive features. These interactive features include:
+    - Form validation - To check if the web user fills the form fields correctly.
+    - Interactive elements like image sliders, clickable buttons, and dropdown menus.
+
+- Using CSS animations or JavaScript transitions for interactive responses. These transitions and animations include:
+    - Smooth scrolling animations for a better browsing experience.
+    - Animated dropdown menus for easy-to-use web navigation.
+
+## Frequently asked questions (FAQ): Becoming a front-end developer
+![Frequently asked questions: Becoming a front-end developer](https://assets.roadmap.sh/guest/frontend-developer-faqs-zhhns.jpeg)
+
+The process of becoming a front-end developer may pose some questions to you. The following are some answers to common questions to get you started:
+
+### Do I need any prior knowledge to start learning front-end development?
+
+No, learning front-end development does not require any prior knowledge. But it's good to have a basic idea of how computers and the internet work. [roadmap.sh](http://roadmap.sh) provides a clear step-by-step [front-end roadmap](https://roadmap.sh/frontend) to help you get started.
+
+### Is a degree in Computer Science necessary to become a front-end developer?
+
+Nope, you don't need a Computer Science degree. Many front-end developers are self-taught and have learned through online resources. An impressive portfolio is the key to demonstrating your front-end development skills.
+
+### Which languages should I study to learn front-end development?
+
+The following are the main coding languages used in front-end development:
+
+- **HTML (Hypertext Markup Language)**: For structuring the content on a webpage.
+- **CSS (Cascading Style Sheets)**: For styling the content on a webpage.
+- **JavaScript**: for adding interactivity and functionality to web pages
+
+### How skilled in these coding languages must I be to land my first job?
+
+To secure your first job as a front-end developer, you must be proficient in HTML, CSS, and JavaScript. It will allow you to create a portfolio site that shows your coding skills to employers.
+
+### Is HTML, CSS, and JavaScript enough for a front-end developer?
+
+HTML, CSS, and JavaScript are fundamental knowledge for any front-end developer. However, knowledge of frameworks and libraries like React is also essential.
+
+### Which skills are vital for a professional front-end developer?
+
+The following are some of the essential front-end developer skills:
+
+- Solid understanding of core web development technologies, e.g., HTML, CSS, and JavaScript.
+- Proficient in using version control systems, e.g., Git.
+- Practical experience with front-end frameworks and libraries such as React and TailwindCSS.
+- **Soft skills**: Communication, problem-solving, and collaboration skills.
+
+### How long does it take to become a frontend developer?
+
+How long it takes to become a front-end developer depends on how much time you spend learning. But if you are consistent, you can master the basics in a couple of months and more advanced skills in a year or two.
+
+### Is it possible for me to become a frontend developer on my own?
+
+Yes, you can learn how to become a frontend developer by using online resources.
+
+### Can I learn front-end development in 2 months?
+
+You can pick up the basics of frontend development in 2 months. However, getting really good at it takes more time.
+
+### What is the difference between a frontend developer and a back-end developer?
+
+Frontend developer develops user interfaces and user experiences for web applications and websites. They use coding languages like HTML, CSS, and JavaScript to create visual elements you can see and directly interact with on your phone. Examples of these visual elements include Buttons, forms, and text.
+
+Backend developers create the invisible elements on a web page, like database structures and queries. They create the back-end logic that keeps the website running smoothly using programming languages like Python and Java.
+
+### Who is a full-stack developer?
+
+A full-stack developer specializes in both frontend and backend development.
+
+### Does a front-end developer need to know backend development?
+
+Though it is not required, having a grasp of the basics of backend development can be helpful. It makes it easier to work with backend developers and better understand how the web works.
+
+## What next?
+
+To become a front-end developer, you need a mix of skills, dedication, and the right guidance. If you follow the steps in this guide, you'll be on track to kickstart an excellent front-end career. Stay on track with a personalized learning plan available on roadmap.sh.
+
+roadmap.sh will keep you focused and help you reach your maximum potential as a front-end developer. It has numerous resources that will help you learn front-end and web development. To get started, sign up, create a [front-end roadmap plan](https://roadmap.sh/frontend), and begin studying. You can also share the roadmap with your study buddies. 
\ No newline at end of file
diff --git a/src/data/guides/java-developer-skills.md b/src/data/guides/java-developer-skills.md
index 69cb2a9c0..0e055faf6 100644
--- a/src/data/guides/java-developer-skills.md
+++ b/src/data/guides/java-developer-skills.md
@@ -25,7 +25,7 @@ Java has been a popular programming language for the past 28 years and remains i
 
 If you are building web applications, the ability to work on both front-end and back-end development using Java is valuable. Fundamental and advanced Java skills such as multithreading, concurrency, JVM tuning, and object-oriented design are vital in enterprise environments.
 
-To remain competitive as a Java developer, you must continuously improve your skill sets to meet evolving industry demands. 
+To remain competitive as a Java developer, you must continuously improve your skill sets to meet evolving industry demands.
 
 This guide will equip you with the skills required in 2024. You’ll understand the landscape of Java demand, adoption, diverse applications, and strategies for excelling as a Java developer. By the end of this guide, you will be confident about pursuing a Java development career.
 
@@ -78,7 +78,7 @@ JavaScript is a programming language used alongside HTML and CSS to enhance the
 
 ### TypeScript
 
-Typescript is an extension of JavaScript with static typing and other advanced features. [TypeScript](https://roadmap.sh/typescript) code transpiles to JavaScript and can run seamlessly wherever JavaScript runs, making it a highly versatile programming language for front-end development. The knowledge enhances your productivity by allowing you to build robust applications,  detect errors, and catch issues as they happen.
+Typescript is an extension of JavaScript with static typing and other advanced features. [TypeScript](https://roadmap.sh/typescript) code transpiles to JavaScript and can run seamlessly wherever JavaScript runs, making it a highly versatile programming language for front-end development. The knowledge enhances your productivity by allowing you to build robust applications, detect errors, and catch issues as they happen.
 
 ![TypeScript](https://media.licdn.com/dms/image/D4D12AQHLiHtRbPUoAA/article-cover_image-shrink_600_2000/0/1696134741709?e=2147483647&v=beta&t=CajO9eTDp6iKznPn753F6ZUyTgaPf6DOzihN1AMMJew)
 
@@ -102,7 +102,7 @@ Here are the back-end skills you should learn in 2024:
 - Web Security
 - Caching
 
-### Java programming language: 
+### Java programming language:
 
 A deep understanding of Java fundamentals is essential to becoming a full stack developer. Having a strong grasp of Java's core concepts, such as classes, inheritance, abstraction, etc., is crucial for developing full stack applications running on the web or mobile platforms. Java's versatility and robustness make it a popular choice for backend development, and proficiency in Java allows developers to build scalable and secure server-side components for their applications. Some popular database management systems are MySQL, SQL, PostgreSQL, MongoDB, and Oracle.
 
@@ -116,7 +116,7 @@ Frameworks are pre-written and thoroughly tested collections of code, classes, c
 
 While Java has several frameworks for building full stack applications, it's crucial to consider each framework's associated pros and cons, adoption rates, and how effectively they address the intended business requirements. One particularly renowned framework is the Java [Spring](https://roadmap.sh/spring-boot) framework, celebrated for simplifying the web development process for small-scale and enterprise-level Java applications. In addition to its user-friendliness, it boasts a vast ecosystem and a thriving community of developers.
 
-### Version control 
+### Version control
 
 Version control systems facilitates teamwork by allowing you and your team members to collaborate on a project simultaneously. It enables the management of changes to code and files over time without disrupting the workflow.
 
@@ -182,7 +182,7 @@ Design patterns are proven approaches to solving specific design challenges and
 
 As the popular saying goes, "a tree cannot make a forest." While it might be tempting to work in isolation and tackle all development tasks alone, it's essential for you to join communities that encourage collaboration, peer learning, and staying updated on the latest developments.
 
-A great community to join is the [r](https://discord.gg/ZrSpJ8zH)[oadmap.sh](https://discord.gg/ZrSpJ8zH) [Discord community](https://discord.gg/ZrSpJ8zH), where you can connect with like-minded individuals who share your passion for development.
+A great community to join is the [r](https://roadmap.sh/discord)[oadmap.sh](https://roadmap.sh/discord) [Discord community](https://roadmap.sh/discord), where you can connect with like-minded individuals who share your passion for development.
 
 ### Soft skills
 
diff --git a/src/data/projects/basic-dockerfile.md b/src/data/projects/basic-dockerfile.md
new file mode 100644
index 000000000..b1f9c5a92
--- /dev/null
+++ b/src/data/projects/basic-dockerfile.md
@@ -0,0 +1,39 @@
+---
+title: 'Basic Dockerfile'
+description: 'Build a basic Dockerfile to create a Docker image.'
+isNew: false
+sort: 1
+difficulty: 'beginner'
+nature: 'CLI'
+skills:
+  - 'docker'
+  - 'dockerfile'
+  - 'linux'
+  - 'devops'
+seo:
+  title: 'Basic Dockerfile'
+  description: 'Write a basic Dockerfile to create a Docker image.'
+  keywords:
+    - 'basic dockerfile'
+    - 'dockerfile'
+    - 'docker'
+roadmapIds:
+  - 'devops'
+  - 'docker'
+---
+
+In this project, you will write a basic Dockerfile to create a Docker image. When this Docker image is run, it should print "Hello, Captain!" to the console before exiting.
+
+## Requirements
+
+- The Dockerfile should be named `Dockerfile`.
+- The Dockerfile should be in the root directory of the project.
+- The base image should be `alpine:latest`.
+- The Dockerfile should contain a single instruction to print "Hello, Captain!" to the console before exiting.
+
+
+You can learn more about writing a Dockerfile [here](https://docs.docker.com/engine/reference/builder/).
+
+<hr />
+
+If you are looking to build a more advanced version of this project, you can consider adding the ability to pass your name to the Docker image as an argument, and have the Docker image print "Hello, [your name]!" instead of "Hello, Captain!".
diff --git a/src/data/projects/caching-server.md b/src/data/projects/caching-server.md
new file mode 100644
index 000000000..536a91d88
--- /dev/null
+++ b/src/data/projects/caching-server.md
@@ -0,0 +1,68 @@
+---
+title: 'Caching Proxy'
+description: 'Build a caching server that caches responses from other servers.'
+isNew: false
+sort: 10
+difficulty: 'intermediate'
+nature: 'CLI'
+skills:
+  - 'Programming Language'
+  - 'Text Processing'
+  - 'Markdown libraries'
+  - 'File Uploads'
+seo:
+  title: 'Caching Proxy Project Idea'
+  description: 'Build a caching proxy server that caches responses from proxied server.'
+  keywords:
+    - 'backend project idea'
+roadmapIds:
+  - 'backend'
+  - 'nodejs'
+  - 'python'
+  - 'java'
+  - 'golang'
+  - 'spring-boot'
+---
+
+You are required to build a CLI tool that starts a caching proxy server, it will forward requests to the actual server and cache the responses. If the same request is made again, it will return the cached response instead of forwarding the request to the server.
+
+## Requirements
+
+User should be able to start the caching proxy server by running a command like following: 
+
+```shell
+caching-proxy --port <number> --origin <url>
+```
+
+- `--port` is the port on which the caching proxy server will run.
+- `--origin` is the URL of the server to which the requests will be forwarded.
+
+For example, if the user runs the following command:
+
+```shell
+caching-proxy --port 3000 --origin http://dummyjson.com
+```
+
+The caching proxy server should start on port 3000 and forward requests to `http://dummyjson.com`.
+
+Taking the above example, if the user makes a request to `http://localhost:3000/products`, the caching proxy server should forward the request to `http://dummyjson.com/products`, return the response along with headers and cache the response. Also, add the headers to the response that indicate whether the response is from the cache or the server.
+
+```plaintext
+# If the response is from the cache
+X-Cache: HIT
+
+# If the response is from the origin server
+X-Cache: MISS
+```
+
+If the same request is made again, the caching proxy server should return the cached response instead of forwarding the request to the server.
+
+You should also provide a way to clear the cache by running a command like following:
+
+```shell
+caching-proxy --clear-cache
+```
+
+<hr />
+
+After building the above project, you should have a good understanding of how caching works and how you can build a caching proxy server to cache responses from other servers.
\ No newline at end of file
diff --git a/src/data/projects/github-user-activity.md b/src/data/projects/github-user-activity.md
index ef13cee8a..1849a9b82 100644
--- a/src/data/projects/github-user-activity.md
+++ b/src/data/projects/github-user-activity.md
@@ -7,6 +7,7 @@ difficulty: 'beginner'
 nature: 'CLI'
 skills:
   - 'Programming Language'
+  - 'CLI'
   - 'API Consumption'
 seo:
   title: 'GitHub User Activity CLI'
diff --git a/src/data/projects/log-archive-tool.md b/src/data/projects/log-archive-tool.md
new file mode 100644
index 000000000..d96dd50ca
--- /dev/null
+++ b/src/data/projects/log-archive-tool.md
@@ -0,0 +1,45 @@
+---
+title: 'Log Archive Tool'
+description: 'Build a tool to archive logs from the CLI.'
+isNew: false
+sort: 2
+difficulty: 'beginner'
+nature: 'CLI'
+skills:
+  - 'linux'
+  - 'bash'
+  - 'shell scripting'
+seo:
+  title: 'Log Archive Tool'
+  description: 'Build a tool to archive logs from the CLI.'
+  keywords:
+    - 'log archive tool'
+    - 'devops project idea'
+roadmapIds:
+  - 'devops'
+  - 'linux'
+---
+
+In this project, you will build a tool to archive logs on a set schedule by compressing them and storing them in a new directory, this is especially useful for removing old logs and keeping the system clean while maintaining the logs in a compressed format for future reference. This project will help you practice your programming skills, including working with files and directories, and building a simple cli tool.
+
+The most common location for logs on a unix based system is `/var/log`.
+
+## Requirements
+
+The tool should run from the command line, accept the log directory as an argument, compress the logs, and store them in a new directory. The user should be able to:
+
+- Provide the log directory as an argument when running the tool.
+  ```bash
+  log-archive <log-directory>
+  ```
+- The tool should compress the logs in a tar.gz file and store them in a new directory.
+- The tool should log the date and time of the archive to a file.
+  ```bash
+  logs_archive_20240816_100648.tar.gz
+  ```
+
+You can learn more about the `tar` command [here](https://www.gnu.org/software/tar/manual/tar.html).
+
+<hr />
+
+If you are looking to build a more advanced version of this project, you can consider adding functionality to the tool like emailing the user updates on the archive, or sending the archive to a remote server or cloud storage.
diff --git a/src/data/projects/markdown-note-taking-app.md b/src/data/projects/markdown-note-taking-app.md
index fa0db2b36..978fc6750 100644
--- a/src/data/projects/markdown-note-taking-app.md
+++ b/src/data/projects/markdown-note-taking-app.md
@@ -12,7 +12,7 @@ skills:
   - 'File Uploads'
 seo:
   title: 'Markdown Note-taking App Project Idea'
-  description: 'Build an API for an expense tracker application.'
+  description: 'Build a note-taking app that uses markdown for formatting.'
   keywords:
     - 'backend project idea'
 roadmapIds:
diff --git a/src/data/projects/number-guessing-game.md b/src/data/projects/number-guessing-game.md
new file mode 100644
index 000000000..752d6b2f9
--- /dev/null
+++ b/src/data/projects/number-guessing-game.md
@@ -0,0 +1,76 @@
+---
+title: 'Number Guessing Game'
+description: 'Build a simple number guessing game to test your luck.'
+isNew: false
+sort: 4
+difficulty: 'beginner'
+nature: 'CLI'
+skills:
+  - 'Programming Language'
+  - 'CLI'
+  - 'Logic Building'
+seo:
+  title: 'Number Guessing Game Project Idea'
+  description: 'Build a simple number guessing game to test your luck.'
+  keywords:
+    - 'number guessing game'
+    - 'backend project idea'
+roadmapIds:
+  - 'backend'
+  - 'nodejs'
+  - 'python'
+  - 'java'
+  - 'golang'
+  - 'spring-boot'
+---
+
+You are required to build a simple number guessing game where the computer randomly selects a number and the user has to guess it. The user will be given a limited number of chances to guess the number. If the user guesses the number correctly, the game will end, and the user will win. Otherwise, the game will continue until the user runs out of chances.
+
+## Requirements
+
+It is a CLI-based game, so you need to use the command line to interact with the game. The game should work as follows:
+
+- When the game starts, it should display a welcome message along with the rules of the game.
+- The computer should randomly select a number between 1 and 100.
+- User should select the difficulty level (easy, medium, hard) which will determine the number of chances they get to guess the number.
+- The user should be able to enter their guess.
+- If the user's guess is correct, the game should display a congratulatory message along with the number of attempts it took to guess the number.
+- If the user's guess is incorrect, the game should display a message indicating whether the number is greater or less than the user's guess.
+- The game should end when the user guesses the correct number or runs out of chances.
+
+Here is a sample output of the game:
+
+```plaintext
+Welcome to the Number Guessing Game!
+I'm thinking of a number between 1 and 100.
+You have 5 chances to guess the correct number.
+
+Please select the difficulty level:
+1. Easy (10 chances)
+2. Medium (5 chances)
+3. Hard (3 chances)
+
+Enter your choice: 2
+
+Great! You have selected the Medium difficulty level.
+Let's start the game!
+
+Enter your guess: 50
+Incorrect! The number is less than 50.
+
+Enter your guess: 25
+Incorrect! The number is greater than 25.
+
+Enter your guess: 35
+Incorrect! The number is less than 35.
+
+Enter your guess: 30
+Congratulations! You guessed the correct number in 4 attempts.
+```
+
+To make the game more interesting, you can add the following features:
+
+- Allow the user to play multiple rounds of the game (i.e., keep playing until the user decides to quit). You can do this by asking the user if they want to play again after each round.
+- Add a timer to see how long it takes the user to guess the number.
+- Implement a hint system that provides clues to the user if they are stuck.
+- Keep track of the user's high score (i.e., the fewest number of attempts it took to guess the number under a specific difficulty level).
diff --git a/src/data/projects/scalable-ecommerce-platform.md b/src/data/projects/scalable-ecommerce-platform.md
new file mode 100644
index 000000000..d3b541ef5
--- /dev/null
+++ b/src/data/projects/scalable-ecommerce-platform.md
@@ -0,0 +1,115 @@
+---
+title: 'Scalable E-Commerce Platform'
+description: 'Build an e-commerce platform using microservices architecture.'
+isNew: false
+sort: 19
+difficulty: 'advanced'
+nature: 'API'
+skills:
+  - 'Microservices'
+  - 'Database'
+  - 'Docker'
+  - 'Authentication'
+seo:
+  title: 'Scalable E-Commerce Platform Project Idea'
+  description: 'Build a scalable e-commerce platform using microservices architecture and Docker.'
+  keywords:
+    - 'e-commerce platform'
+    - 'backend project idea'
+roadmapIds:
+  - 'backend'
+  - 'nodejs'
+  - 'python'
+  - 'java'
+  - 'golang'
+  - 'spring-boot'
+---
+
+Build a scalable e-commerce platform using microservices architecture and Docker. The platform will handle various aspects of an online store, such as product catalog management, user authentication, shopping cart, payment processing, and order management. Each of these features will be implemented as separate microservices, allowing for independent development, deployment, and scaling.
+
+## Core Microservices:
+
+Here are the sample core microservices that you can implement for your e-commerce platform:
+
+1. **User Service:**
+    - **Functionality:** Handles user registration, authentication, and profile management.
+    - **Tech Stack:** Any backend language e.g. Node.js (Express), Go, Python (Flask/Django)
+    - **Database:** Any database e.g. PostgreSQL
+
+2. **Product Catalog Service:**
+    - **Functionality:** Manages product listings, categories, and inventory.
+    - **Tech Stack:** Any backend language e.g. Node.js (Express), Go, Python (Flask/Django)
+    - **Database:** Any database e.g. MongoDB or MySQL
+
+3. **Shopping Cart Service:**
+    - **Functionality:** Manages users' shopping carts, including adding/removing items and updating quantities.
+    - **Tech Stack:** Any backend language e.g. Node.js (Express), Go, Python (Flask/Django)
+    - **Database:** Redis (for quick access)
+
+4. **Order Service:**
+    - **Functionality:** Processes orders, including placing orders, tracking order status, and managing order history.
+    - **Tech Stack:** Any backend language e.g. Node.js (Express), Go, Python (Flask/Django)
+    - **Database:** MySQL
+
+5. **Payment Service:**
+    - **Functionality:** Handles payment processing, integrating with external payment gateways.
+    - **Tech Stack:** Any backend language e.g. Node.js (Express), Go, Python (Flask/Django)
+    - **Third-Party Integration:** Stripe, PayPal, etc.
+
+6. **Notification Service:**
+    - **Functionality:** Sends email and SMS notifications for various events (e.g., order confirmation, shipping updates).
+    - **Tech Stack:** Any backend language e.g. Node.js (Express), Go, Python (Flask/Django)
+    - **Third-Party Integration:** Twilio, SendGrid, etc.
+
+## **Additional Components:**
+
+- **API Gateway:**
+    - **Functionality:** Serves as the entry point for all client requests, routing them to the appropriate microservice.
+    - **Tech Stack:** NGINX, Kong, or Traefik
+
+- **Service Discovery:**
+    - **Functionality:** Automatically detects and manages service instances.
+    - **Tech Stack:** Consul or Eureka
+
+- **Centralized Logging:**
+    - **Functionality:** Aggregates logs from all microservices for easy monitoring and debugging.
+    - **Tech Stack:** ELK Stack (Elasticsearch, Logstash, Kibana)
+
+- **Docker & Docker Compose:**
+    - **Functionality:** Containerizes each microservice and manages their orchestration, networking, and scaling.
+    - **Docker Compose:** Defines and runs multi-container Docker applications for development and testing.
+
+- **CI/CD Pipeline:**
+    - **Functionality:** Automates the build, test, and deployment process of each microservice.
+    - **Tech Stack:** Jenkins, GitLab CI, or GitHub Actions
+
+## Steps to Get Started:
+
+1. **Set up Docker and Docker Compose:**
+    - Create Dockerfiles for each microservice.
+    - Use Docker Compose to define and manage multi-container applications.
+
+2. **Develop Microservices:**
+    - Start with a simple MVP (Minimum Viable Product) for each service, then iterate by adding more features.
+
+3. **Integrate Services:**
+    - Use REST APIs or gRPC for communication between microservices.
+    - Implement an API Gateway to handle external requests and route them to the appropriate services.
+
+4. **Implement Service Discovery:**
+    - Use Consul or Eureka to enable dynamic service discovery.
+
+5. **Set up Monitoring and Logging:**
+    - Use tools like Prometheus and Grafana for monitoring.
+    - Set up the ELK stack for centralized logging.
+
+6. **Deploy the Platform:**
+    - Use Docker Swarm or Kubernetes for production deployment.
+    - Implement auto-scaling and load balancing.
+
+7. **CI/CD Integration:**
+    - Automate testing and deployment using Jenkins or GitLab CI.
+
+<hr />
+
+This project offers a comprehensive approach to building a modern, scalable e-commerce platform and will give you hands-on experience with Docker, microservices, and related technologies. After completing this project, you'll have a solid understanding of how to design, develop, and deploy complex distributed systems.
\ No newline at end of file
diff --git a/src/data/question-groups/devops/content/ansible-benefits.md b/src/data/question-groups/devops/content/ansible-benefits.md
new file mode 100644
index 000000000..1e8573c6e
--- /dev/null
+++ b/src/data/question-groups/devops/content/ansible-benefits.md
@@ -0,0 +1,8 @@
+As an open-source tool for configuration management, Ansible provides several benefits when added to your project:
+
+- **Simplicity**: Easy to learn and use with simple YAML syntax.
+- **Agentless**: No need to install agents on managed nodes; instead it uses SSH to communicate with them.
+- **Scalability**: Can manage a large number of servers simultaneously with minimum effort.
+- **Integration**: Ansible integrates well with various cloud providers, CI/CD tools, and infrastructure.
+- **Modularity**: [Extensive library](https://docs.ansible.com/ansible/2.9/modules/list_of_all_modules.html) of modules for different tasks.
+- **Reusability**: Ansible playbooks and roles can be reused and shared across projects.
\ No newline at end of file
diff --git a/src/data/question-groups/devops/content/auto-scaling.md b/src/data/question-groups/devops/content/auto-scaling.md
new file mode 100644
index 000000000..1f8127e00
--- /dev/null
+++ b/src/data/question-groups/devops/content/auto-scaling.md
@@ -0,0 +1,6 @@
+While the specifics will depend on the cloud provider you decide to go with, the generic steps would be the following:
+
+1. **Set up an auto-scaling group**. Create what is usually known as an auto-scaling group, where you configure the minimum and maximum number of instances you can have and their types. Your scaling policies will interact with this group to automate the actions later on.
+2. **Define the scaling policies**. What makes your platform want to scale? Is it traffic? Is it resource allocation? Find the right metric, and configure the policies that will trigger a scale-up or scale-down event on the auto-scaling group you already configured.
+3. **Balance your load**. Now it’s time to set up a load balancer to distribute the traffic amongst all your nodes. 
+4. **Monitor**. Keep a constant monitor over your cluster to understand if your policies are correctly configured, or if you need to adapt and tweak them. Once you’re done with the first 3 steps, this is where you’ll constantly be, as the triggering conditions might change quite often.
\ No newline at end of file
diff --git a/src/data/question-groups/devops/content/blue-green-deployment.md b/src/data/question-groups/devops/content/blue-green-deployment.md
new file mode 100644
index 000000000..2597d1f6a
--- /dev/null
+++ b/src/data/question-groups/devops/content/blue-green-deployment.md
@@ -0,0 +1,15 @@
+![Blue vs Green Deployment](https://assets.roadmap.sh/guest/blue-green-deployment-example-wmj10.png)
+
+Blue-green deployment is a release strategy that reduces downtime and the risk of production issues by running two identical production environments, referred to as "blue" and "green."
+
+At a high level, the way this process works is as follows:
+
+- **Setup Two Environments**: Prepare two identical environments: blue (current live environment) and green (new version environment).
+- **Deploy to Green**: Deploy the new version of the application to the green environment through your normal CI/CD pipelines.
+- **Testing green**: Perform testing and validation in the green environment to ensure the new version works as expected.
+- **Switch Traffic**: Once the green environment is verified, switch the production traffic from blue to green. Optionally, the traffic switch can be done gradually to avoid potential problems from affecting all users immediately.
+- **Monitor**: Monitor the green environment to ensure it operates correctly with live traffic. Take your time, and make sure you’ve monitored every single major event before issuing the “green light”.
+- **Fallback Plan**: Keep the blue environment intact as a fallback. If any issues arise in the green environment, you can quickly switch traffic back to the blue environment. This is one of the fastest rollbacks you’ll experience in deployment and release management.
+- **Clean Up**: Once the green environment is stable and no issues are detected, you can update the blue environment to be the new staging area for the next deployment.
+
+This way, you ensure minimal downtime (either for new deployments or for rollbacks) and allow for a quick rollback in case of issues with the new deployment.
diff --git a/src/data/question-groups/devops/content/build-pipelines.md b/src/data/question-groups/devops/content/build-pipelines.md
new file mode 100644
index 000000000..874933ae2
--- /dev/null
+++ b/src/data/question-groups/devops/content/build-pipelines.md
@@ -0,0 +1,3 @@
+A build pipeline is an automated process that compiles, tests, and prepares code for deployment. It typically involves multiple stages, such as source code retrieval, code compilation, running unit tests, performing static code analysis, creating build artifacts, and deploying to one of the available environments.
+
+The build pipeline effectively removes humans from the deployment process as much as possible, clearly reducing the chance of human error. This, in turn, ensures consistency and reliability in software builds and speeds up the development and deployment process.
diff --git a/src/data/question-groups/devops/content/canary-release.md b/src/data/question-groups/devops/content/canary-release.md
new file mode 100644
index 000000000..81822a7ac
--- /dev/null
+++ b/src/data/question-groups/devops/content/canary-release.md
@@ -0,0 +1,5 @@
+![Canary Releases](https://assets.roadmap.sh/guest/canarly-release-explained-c8nco.png)
+
+A canary release is a common and well-known deployment strategy. It works this way: when a  new version of an application is ready, instead of deploying it and making it available to everyone, you gradually roll it out to a small subset of users or servers before being released to the entire production environment.
+
+This way, you can test the new version in a real-world environment with minimal risk. If the canary release performs well and no issues are detected, the deployment is gradually expanded to a larger audience until it eventually reaches 100% of the users. If, on the other hand, problems are found, the release can be quickly rolled back with minimal impact.
diff --git a/src/data/question-groups/devops/content/cicd-setup.md b/src/data/question-groups/devops/content/cicd-setup.md
new file mode 100644
index 000000000..218098bf4
--- /dev/null
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@@ -0,0 +1,32 @@
+Setting up a CI/CD pipeline from scratch involves several steps. Assuming you’ve already set up your project on a version control system, and everyone in your team has proper access to it, then the next steps would help:
+
+1. **Setup the Continuous Integration (CI)**:
+- Select a continuous integration tool (there are many, like Jenkins, GitLab CI, CircleCI, pick one).
+- Connect the CI tool to your version control system.
+- Write a build script that defines the build process, including steps like code checkout, dependencies installation, compiling the code, and running tests.
+- Set up automated testing to run on every code commit or pull request.
+
+2. **Artifact Storage**:
+- Decide where to store build artifacts (it could be Docker Hub, AWS S3 or anywhere you can then reference from the CD pipeline).
+- Configure the pipeline to package and upload artifacts to the storage after a successful build.
+
+3. **Setup your Continuous Deployment (CD)**:
+- Choose a CD tool or extend your CI tool (same deal as before, there are many options, pick one).
+Define deployment scripts that specify how to deploy your application to different environments (e.g., development, staging, production).
+- Configure the CD tool to trigger deployments after successful builds and tests.
+- Set up environment-specific configurations and secrets management.
+Remember that this system should be able to pull the artifacts from the continuous integration pipeline, so set up that access as well.
+
+4. **Infrastructure Setup**:
+- Provision infrastructure using IaC tools (e.g., Terraform, CloudFormation).
+- Ensure environments are consistent and reproducible to reduce times if there is a need to create new ones or destroy and recreate existing ones. This should be as easy as executing a command without any human intervention.
+
+5. **Setup your monitoring and logging solutions**:
+- Implement monitoring and logging for your applications and infrastructure (e.g., Prometheus, Grafana, ELK stack).
+- Remember to configure alerts for critical issues. Otherwise, you’re missing a key aspect of monitoring (reacting to problems).
+
+6. **Security and Compliance**:
+- By now, it’s a good idea to think about integrating security scanning tools into your pipeline (e.g., Snyk, OWASP Dependency-Check).
+- nsure compliance with relevant standards and practices depending on your specific project’s needs.
+
+Additionally, as a good practice,  you might also want to document the CI/CD process, pipeline configuration, and deployment steps. This is to train new team members on using and maintaining the pipelines you just created.
diff --git a/src/data/question-groups/devops/content/cluster-health.md b/src/data/question-groups/devops/content/cluster-health.md
new file mode 100644
index 000000000..cfa330b5e
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+++ b/src/data/question-groups/devops/content/cluster-health.md
@@ -0,0 +1,7 @@
+As usual, there are many options when it comes to monitoring and logging solutions, even in the space of Kubernetes. Some useful options could be a Prometheus and Grafana combo, where you get the monitoring data with the first one and plot the results however you want with the second one.
+
+You could also set up an EFK-based (using Elastic, Fluentd, and Kibana) or ELK-based (Elastic, Logstash, and Kibana) logging solution to gather and analyze logs.
+
+Finally, when it comes to alerting based on your monitoring data, you could use something like [Alertmanager](https://github.com/prometheus/alertmanager) that integrates directly with Prometheus and get notified of any issues in your infrastructure.
+
+There are other options out there as well, such as NewRelic or Datadog. In the end, it’s all about your specific needs and the context around them.
diff --git a/src/data/question-groups/devops/content/common-iac-tools.md b/src/data/question-groups/devops/content/common-iac-tools.md
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index 000000000..45ac942a8
--- /dev/null
+++ b/src/data/question-groups/devops/content/common-iac-tools.md
@@ -0,0 +1,28 @@
+![Common IaC Tools](https://assets.roadmap.sh/guest/infrastructure-as-code-tools-oyapx.png)
+
+As usual, there are several options out there, some of them specialized in different aspects of IaC.
+
+**Configuration management tools**
+
+If you’re in search of effective configuration management tools to streamline and automate your IT infrastructure, you might consider exploring the following popular options:
+
+- Ansible
+- Chef
+- Puppet
+
+Configuration management tools are designed to help DevOps engineers manage and maintain consistent configurations across multiple servers and environments. These tools automate the process of configuring, deploying, and managing systems, ensuring that your infrastructure remains reliable, scalable, and compliant with your organization's standards.
+
+**Provisioning and orchestration tools**
+
+If, on the other hand, you’re looking for tools to handle provisioning and orchestration of your infrastructure, you might want to explore the following popular options:
+
+- Terraform
+- CloudFormation (AWS)
+- Pulumi
+
+Provisioning and orchestration tools are essential for automating the process of setting up and managing your infrastructure resources. These tools allow you to define your IaC, making it easier to deploy, manage, and scale resources across cloud environments.
+
+Finally, if you’re looking for multi-purpose tools, you can try something like:
+
+- Ansible (can also be used for provisioning)
+- Pulumi (supports both IaC and configuration management)
diff --git a/src/data/question-groups/devops/content/container-consistency.md b/src/data/question-groups/devops/content/container-consistency.md
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index 000000000..f6457aac5
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@@ -0,0 +1,8 @@
+Containers help to add consistency in several ways, here are some examples:
+
+- **Isolation**: Containers encapsulate all the dependencies, libraries, and configurations needed to run an application, isolating it from the host system and other containers. This ensures that the application runs the same way regardless of where the container is deployed.
+- **Portability**: Containers can be run on any environment that supports the container runtime. This means that the same container image can be used on a developer's local machine, a testing environment, or a production server without any kind of modification.
+- **Consistency**: By using the same container image across different environments, you eliminate inconsistencies from differences in configuration, dependencies, and runtime environments. This ensures that if the application works in one environment, it will work in all others.
+- **Version Control**: Container images can be versioned and stored in registries (e.g., Docker Hub, AWS ECR). This allows teams to track and roll back to specific versions of an application if there are problems.
+- **Reproducibility**: Containers make it easier to reproduce the exact environment required for the application. This is especially useful for debugging issues that occur in production but not in development, as developers can recreate the production environment locally.
+- **Automation**: Containers facilitate the use of automated build and deployment pipelines. Automated processes can consistently create, test, and deploy container images.
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diff --git a/src/data/question-groups/devops/content/container-vs-vm.md b/src/data/question-groups/devops/content/container-vs-vm.md
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index 000000000..f904da43f
--- /dev/null
+++ b/src/data/question-groups/devops/content/container-vs-vm.md
@@ -0,0 +1,6 @@
+A container is a runtime instance of a container image (which is a lightweight, executable package that includes everything needed to run your code). It is the execution environment that runs the application or service defined by the container image. 
+
+When a container is started, it becomes an isolated process on the host machine with its own filesystem, network interfaces, and other resources.
+Containers share the host operating system's kernel, making them more efficient and faster to start than virtual machines.
+
+A virtual machine (VM), on the other hand, is an emulation of a physical computer. Each VM runs a full operating system and has virtualized hardware, which makes them more resource-intensive and slower to start compared to containers.
diff --git a/src/data/question-groups/devops/content/continuous-monitoring.md b/src/data/question-groups/devops/content/continuous-monitoring.md
new file mode 100644
index 000000000..d768d0a11
--- /dev/null
+++ b/src/data/question-groups/devops/content/continuous-monitoring.md
@@ -0,0 +1,7 @@
+As a DevOps engineer, the concept of continuous monitoring should be ingrained in your brain as a must-perform activity.
+
+You see, continuous monitoring is the practice of constantly overseeing and analyzing an IT system's performance, security, and compliance in real-time.
+
+It involves collecting and assessing data from various parts of the infrastructure to detect issues, security threats, and performance bottlenecks as soon as they occur.
+
+The goal is to ensure the system's health, security, and compliance, enabling quick responses to potential problems and maintaining the overall stability and reliability of the environment. Tools like Prometheus, Grafana, Nagios, and Splunk are commonly used for continuous monitoring.
diff --git a/src/data/question-groups/devops/content/data-migration.md b/src/data/question-groups/devops/content/data-migration.md
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@@ -0,0 +1,11 @@
+Handling data migrations in a continuous deployment pipeline is not a trivial task. It requires careful planning to ensure that the application remains functional and data integrity is maintained throughout the process. Here’s an approach:
+
+1. **Backward Compatibility**: Ensure that any database schema changes are backward compatible. This means that the old application version should still work with the new schema. For example, if you're adding a new column, ensure the application can handle cases where this column might be null initially.
+2. **Migration Scripts**: Write database migration scripts that are idempotent (meaning that they can be run multiple times without causing issues) and can be safely executed during the deployment process. Use a tool like Flyway or Liquibase to manage these migrations.
+3. **Separate Deployment Phases**:
+- **Phase 1 - Schema Migration**: Deploy the database migration scripts first, adding new columns, tables, or indexes without removing or altering existing structures that the current application relies on.
+- **Phase 2 - Application Deployment**: Deploy the application code that utilizes the new schema. This ensures that the application is ready to work with the updated database structure.
+- **Phase 3 - Cleanup (Optional)**: After verifying that the new application version is stable, you can deploy a cleanup script to remove or alter deprecated columns, tables, or other schema elements. While optional, this step is advised, as it helps reduce the chances of creating a build up of technical debt for future developers to deal with.
+4. **Feature Flags**: Use feature flags to roll out new features that depend on the data migration. This allows you to deploy the new application code without immediately activating the new features, providing an additional safety net.
+
+That said, an important, non-technical step that should also be taken into consideration is the coordination with stakeholders, particularly if the migration is complex or requires downtime. Clear communication ensures that everyone is aware of the risks and the planned steps.
diff --git a/src/data/question-groups/devops/content/devsecops.md b/src/data/question-groups/devops/content/devsecops.md
new file mode 100644
index 000000000..c7baa563c
--- /dev/null
+++ b/src/data/question-groups/devops/content/devsecops.md
@@ -0,0 +1,11 @@
+To implement security in a DevOps pipeline (DevSecOps), you should integrate security practices throughout the development and deployment process. This is not just about securing the app once it’s in production, this is about securing the entire app-creation process.
+
+That includes:
+
+1. **Shift Left Security**: Incorporate security early in the development process by integrating security checks in the CI/CD pipeline. This means performing static code analysis, dependency scanning, and secret detection during the build phase.
+2. **Automated Testing**: Implement automated security tests, such as vulnerability scans and dynamic application security testing (DAST), to identify potential security issues before they reach production.
+3. **Continuous Monitoring**: Monitor the pipeline and the deployed applications for security incidents using tools like Prometheus, Grafana, and specialized security monitoring tools.
+4. **Infrastructure as Code - Security**: Ensure that infrastructure configurations defined in code are secure by scanning IaC templates (like Terraform) for misconfigurations and vulnerabilities (like hardcoded passwords).
+5. **Access Control**: Implement strict access controls, using something like role-based access control (RBAC) or ABAC (attribute-based access control) and enforcing the principle of least privilege across the pipeline.
+6. **Compliance Checks**: Figure out the compliance and regulations of your industry and integrate those checks to ensure the pipeline adheres to industry standards and regulatory requirements.
+7. **Incident Response**: Figure out a clear incident response plan and integrate security alerts into the pipeline to quickly address potential security breaches.
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diff --git a/src/data/question-groups/devops/content/docker-compose.md b/src/data/question-groups/devops/content/docker-compose.md
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index 000000000..fecdafc1c
--- /dev/null
+++ b/src/data/question-groups/devops/content/docker-compose.md
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+Docker Compose is, in fact, a tool designed to simplify the definition and management of multi-container Docker applications. It allows you to define, configure, and run multiple containers as a single service using a single YAML file.
+
+In a multi-container application, Compose provides the following key roles:
+
+1. **Service Definition**: With Compose you can specify multiple services inside a single file, you can also define how each service should be built, the networks they should connect to, and the volumes they should use (if any).
+2. **Orchestration**: It manages the startup, shutdown, and scaling of services, ensuring that containers are launched in the correct order based on the defined dependencies.
+3. **Environment Management**: Docker Compose simplifies environment configuration because it lets you set environment variables, networking configurations, and volume mounts in the docker-compose.yml file.
+4. **Simplified Commands**:  All of the above can be done with a very simple set of commands you can run directly from the terminal (i.e. docker-compose up, or docker-compose down).
+
+In the end, Docker Compose simplifies the development, testing, and deployment of multi-container applications by giving you, as a user, an extremely friendly and powerful interface.
diff --git a/src/data/question-groups/devops/content/explain-ci-vs-cd.md b/src/data/question-groups/devops/content/explain-ci-vs-cd.md
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index 000000000..050a33b27
--- /dev/null
+++ b/src/data/question-groups/devops/content/explain-ci-vs-cd.md
@@ -0,0 +1,5 @@
+Continuous Integration (CI) involves automatically building and testing code changes as they are committed to version control systems (usually Git). This helps catch issues early and improves code quality.
+
+On the other hand, Continuous Deployment (CD) goes a step further by automatically deploying every change that passes the CI process, ensuring that software updates are delivered to users quickly and efficiently without manual intervention.
+
+Combined, they add a great deal of stability and agility to the development lifecycle.
diff --git a/src/data/question-groups/devops/content/health-monitor.md b/src/data/question-groups/devops/content/health-monitor.md
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@@ -0,0 +1,9 @@
+Each DevOps team should define this list within the context of their own project, however, a good rule of thumb is to consider the following metrics:
+
+1. **Build Success Rate**: The percentage of successful builds versus failed builds. A low success rate indicates issues in code quality or pipeline configuration.
+2. **Build Time**: The time it takes to complete a build. Monitoring build time helps identify bottlenecks and optimize the pipeline for faster feedback.
+3. **Deployment Frequency**: How often deployments occur. Frequent deployments indicate a smooth pipeline, while long gaps may signal issues with your CI/CD or with the actual dev workflow.
+4. **Lead Time for Changes**: The time from code commit to production deployment. Shorter lead times are preferable, indicating an efficient pipeline.
+5. **Mean Time to Recovery (MTTR)**: The average time it takes to recover from a failure. A lower MTTR indicates a resilient pipeline that can quickly address and fix issues.
+6. **Test Coverage and Success Rate**: The percentage of code covered by automated tests and the success rate of those tests. High coverage and success rates are good indicators of better quality and reliability. 
+7. **Change Failure Rate**: The percentage of deployments that result in failures. A lower change failure rate indicates a stable and reliable deployment process.
\ No newline at end of file
diff --git a/src/data/question-groups/devops/content/high-availability.md b/src/data/question-groups/devops/content/high-availability.md
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index 000000000..0cd12369a
--- /dev/null
+++ b/src/data/question-groups/devops/content/high-availability.md
@@ -0,0 +1,15 @@
+Having high availability in your system means that the cluster will always be accessible, even if one or more servers are down.
+
+While disaster recovery means having the ability to continue providing service even in the face of a regional network outage (when multiple sections of the world are rendered unreachable).
+
+To ensure high availability and disaster recovery in a cloud environment, you can follow these strategies if they apply to your particular context:
+
+- **Multi-Region Deployment**: If available, deploy your application across multiple geographic regions to ensure that if one region fails, others can take over, minimizing downtime.
+- **Redundancy**: Keep redundant resources, such as multiple instances, databases, and storage systems, across different availability zones within a region to avoid single points of failure.
+- **Auto-Scaling**: Implement auto-scaling to automatically adjust resource capacity in response to demand, ensuring the application remains available even under high load.
+- **Monitoring and Alerts**: Implement continuous monitoring and set up alerts to detect and respond to potential issues before they lead to downtime. Use tools like CloudWatch, Azure Monitor, or Google Cloud Monitoring.
+- **Failover Mechanisms**: Make sure to set up automated failover mechanisms to switch to backup systems or regions seamlessly in case of a failure in the primary systems.
+
+Whatever strategy (or combination of) you decide to go with, always develop and regularly test a disaster recovery plan that outlines steps for restoring services and data in the event of a major failure.
+
+This plan should include defined RTO (Recovery Time Objective) and RPO (Recovery Point Objective) targets. Being prepared to deal with the worst case scenarios is the only way, as these types of problems tend to cause chaos in small and big companies alike.
diff --git a/src/data/question-groups/devops/content/iac-concept.md b/src/data/question-groups/devops/content/iac-concept.md
new file mode 100644
index 000000000..6a5fd5401
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+++ b/src/data/question-groups/devops/content/iac-concept.md
@@ -0,0 +1,9 @@
+![Explain the concept of IaC](https://assets.roadmap.sh/guest/infrastructure-as-code-with-terraform-fbhi6.png)
+
+IaC (Infrastructure as Code) is all about managing infrastructure through code, instead of using other more conventional configuration methods. Specifically in the context of Terraform, here is how you’d want to approach IaC:
+
+- **Configuration Files**: Define your infrastructure using HCL or JSON files.
+- **Execution Plan**: Generate a plan showing the changes needed to reach the desired state.
+- **Resource Provisioning**: Terraform will then apply the plan to provision and configure desired resources.
+- **State Management**: Terraform then tracks the current state of your infrastructure with a state file.
+- **Version Control**: Finally, store the configuration files in a version control system to easily version them and share them with other team members.
\ No newline at end of file
diff --git a/src/data/question-groups/devops/content/implement-logging.md b/src/data/question-groups/devops/content/implement-logging.md
new file mode 100644
index 000000000..f233a73ed
--- /dev/null
+++ b/src/data/question-groups/devops/content/implement-logging.md
@@ -0,0 +1,6 @@
+Logging for a distributed system is definitely not a trivial problem to solve. While the actual implementation might change based on your particular tech stack, the main aspects to consider are:
+
+- Keep the structure of all logs consistent and the same throughout your platform. This will ensure that whenever you want to explore them in search for details, you’ll be able to quickly move from one to the other without having to change anything.
+- Centralize them somewhere. It can be an ELK stack, it can be Splunk or any of the many solutions available out there. Just make sure you centralize all your logs so that you can easily interact with all of them when required.
+- Add unique IDs to each request that gets logged, that way you can trace the flow of data from service to service. Otherwise, debugging problems becomes a real issue.
+- Add a tool that helps you search, query, and visualize the logs. After all, that’s why you want to keep track of that information, to use it somehow. Find yourself a UI that works for you and use it to explore your logs.
diff --git a/src/data/question-groups/devops/content/kubernetes-components.md b/src/data/question-groups/devops/content/kubernetes-components.md
new file mode 100644
index 000000000..fdcf2784b
--- /dev/null
+++ b/src/data/question-groups/devops/content/kubernetes-components.md
@@ -0,0 +1,19 @@
+There are many components involved, some of them are part of the master node, and others belong to the worker nodes.
+
+Here’s a quick summary:
+
+1. **Master Node Component**s:
+- **API Server**: The front-end for the Kubernetes control plane, handling all RESTful requests for the cluster.
+- **etcd**: A distributed key-value store that holds the cluster's configuration and state.
+- **Controller** Manager: Manages various controllers that regulate the state of the cluster.
+- **Scheduler**: Assigns workloads to different nodes based on resource availability and other constraints.
+2. *Worker Node Components*:
+- **Kubelet**: This is an agent that runs on each node, and it ensures that each container is running in a Pod.
+- **Kube-proxy**: A network proxy that maintains network rules and handles routing for services.
+- **Container Runtime**: This software runs containers, such as Docker, containerd, or CRI-O.
+3. **Additional Components**:
+- **Pods**: These are the smallest deployable units in Kubernetes; they consist of one or more containers.
+- **Services**: Services define a logical set of Pods and a policy for accessing them, they’re often used for load balancing.
+- **ConfigMaps and Secrets**: They manage configuration data and sensitive information, respectively.
+- **Ingress**: It manages external access to services, typically through HTTP/HTTPS.
+- **Namespaces**: They provide a mechanism for isolating groups of resources within a single cluster.
\ No newline at end of file
diff --git a/src/data/question-groups/devops/content/kubernetes-operators.md b/src/data/question-groups/devops/content/kubernetes-operators.md
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index 000000000..989c3a24b
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+++ b/src/data/question-groups/devops/content/kubernetes-operators.md
@@ -0,0 +1,15 @@
+As with any piece of software solution, there are no absolutes. In the case of Kubernetes Operators, while they do offer significant benefits for automating and managing complex applications, they also introduce additional complexity and resource requirements.
+
+**Advantages of Kubernetes Operators**:
+
+1. **Automation of Complex Tasks**: Operators automate the management of complex stateful applications, such as databases, reducing the need for manual intervention.
+2. **Consistency**: They help reduce human error and increase reliability by ensuring consistent deployments, scaling, and management of applications across environments.
+3. **Custom Resource Management**: Operators allow you to manage custom resources in Kubernetes, extending its capabilities to support more complex applications and services.
+4. **Simplified Day-2 Operations**: Operators streamline tasks like backups, upgrades, and failure recovery, making it easier to manage applications over time.
+
+**Disadvantages of Kubernetes Operators**:
+
+1. **Complexity**: Developing and maintaining Operators can be complex and require in-depth knowledge of both Kubernetes and the specific application being managed.
+2. **Overhead**: Running Operators adds additional components to your Kubernetes cluster, which can increase resource consumption and operational overhead.
+3. **Limited Use Cases**: Not all applications benefit from the complexity of an Operator; for simple stateless applications, Operators might be overkill.
+4. **Maintenance**: Operators need to be regularly maintained and updated, especially as Kubernetes itself keeps evolving, which can add to the maintenance burden.
\ No newline at end of file
diff --git a/src/data/question-groups/devops/content/load-balancer.md b/src/data/question-groups/devops/content/load-balancer.md
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index 000000000..ca4053d5d
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+++ b/src/data/question-groups/devops/content/load-balancer.md
@@ -0,0 +1,7 @@
+![What is a load balancer?](https://assets.roadmap.sh/guest/loadbalancer-working-eytvi.png)
+
+A load balancer is a device or software that distributes incoming network traffic across multiple servers to ensure no single server becomes overwhelmed.
+
+It is important because it improves the availability, reliability, and performance of applications by evenly distributing the load, preventing server overload, and providing failover capabilities in case of server failures.
+
+Load balancers are usually used when scaling up RESTful microservices, because given their stateless nature, you can set up multiple copies of the same one behind a load balancer and let it distribute the load amongst all copies evenly.
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diff --git a/src/data/question-groups/devops/content/microservice-challenges.md b/src/data/question-groups/devops/content/microservice-challenges.md
new file mode 100644
index 000000000..3d32a355c
--- /dev/null
+++ b/src/data/question-groups/devops/content/microservice-challenges.md
@@ -0,0 +1,10 @@
+While in theory microservices can solve all platform problems, in practice there are several challenges that you might encounter along the way. 
+
+Some examples are:
+
+1. **Complexity**: Managing multiple services increases the overall system complexity, making development, deployment, and monitoring more challenging (as there are more “moving parts”).
+2. **Service Communication**: Ensuring reliable communication between services, handling network latency, and dealing with issues like service discovery and API versioning can be difficult. There are of course alternatives to deal with all of these issues, but they’re not evident right off the bat nor the same for everyone.
+3. **Data Management**: It’s all about trade-offs in the world of distributed computing. Managing data consistency and transactions across distributed services is complex, often requiring techniques like eventual consistency and distributed databases. 
+4. **Deployment Overhead**: Coordinating the deployment of multiple services, especially when they have interdependencies, can lead to more complex CI/CD pipelines.
+5. **Monitoring and Debugging**: Troubleshooting issues is harder in a microservices architecture due to the distributed nature of the system. Trying to figure out where the information goes and which services are involved in a single request can be quite a challenge for large platforms. This makes debugging microservices architecture a real headache.
+6. **Security**: Securing microservices involves managing authentication, authorization, and data protection across multiple services, often with varying security requirements.
\ No newline at end of file
diff --git a/src/data/question-groups/devops/content/microservice-vs-monolithic.md b/src/data/question-groups/devops/content/microservice-vs-monolithic.md
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index 000000000..ebdad8be5
--- /dev/null
+++ b/src/data/question-groups/devops/content/microservice-vs-monolithic.md
@@ -0,0 +1,11 @@
+![Microservice vs Monolithic](https://assets.roadmap.sh/guest/microservice-vs-monolith-2og84.png)
+
+A microservice is an architectural style that structures an application as a collection of small, loosely coupled, and independently deployable services (hence the term “micro”).
+
+Each service focuses on a specific business domain and can communicate with others through well-defined APIs.
+
+In the end, your application is not (usually) composed of a single microservice (that would make it monolith), instead, its architecture consists of multiple microservices working together to serve the incoming requests.
+
+On the other hand, a monolithic application is a single (often massive) unit where all functions and services are interconnected and run as a single process.
+
+The biggest difference between monoliths and microservices is that changes to a monolithic application require the entire system to be rebuilt and redeployed, while microservices can be developed, deployed, and scaled independently, allowing for greater flexibility and resilience.
diff --git a/src/data/question-groups/devops/content/migrate-environment.md b/src/data/question-groups/devops/content/migrate-environment.md
new file mode 100644
index 000000000..62e2f693b
--- /dev/null
+++ b/src/data/question-groups/devops/content/migrate-environment.md
@@ -0,0 +1,8 @@
+To migrate an existing application into a containerized environment, you’ll need to adapt the following steps to your particular context:
+
+1. Figure out what parts of the application need to be containerized together.
+2. Create your Dockerfiles and define the entire architecture in that configuration, including the interservice dependencies that there might be.
+3. Figure out if you also need to containerize any external dependency, such as a database. If you do, add that to the Dockerfile.
+4. Build the actual docker image.
+5. Once you make sure it runs locally, configure the orchestration tool you use to manage the containers.
+6. You’re now ready to deploy to production, however, make sure you keep monitoring and alerting on any problem shortly after the deployment in case you need to roll back.
diff --git a/src/data/question-groups/devops/content/multi-cloud-kubernetes.md b/src/data/question-groups/devops/content/multi-cloud-kubernetes.md
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index 000000000..34116b0f8
--- /dev/null
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@@ -0,0 +1,5 @@
+The process is pretty much the same as it was described above, with an added step to set up the actual Kubernetes cluster:
+
+Use Terraform to define and provision Kubernetes clusters in each cloud. For instance, create an EKS cluster on AWS, an AKS cluster on Azure, and a GKE cluster on Google Cloud, specifying configurations such as node types, sizes, and networking.
+
+Once you’re ready, make sure to set up the Kubernetes auto-scaler on each of the cloud providers to manage resources and scale based on the load they receive.
diff --git a/src/data/question-groups/devops/content/multi-cloud.md b/src/data/question-groups/devops/content/multi-cloud.md
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index 000000000..dad591e08
--- /dev/null
+++ b/src/data/question-groups/devops/content/multi-cloud.md
@@ -0,0 +1,9 @@
+Setting up a multi-cloud infrastructure using Terraform involves the following steps:
+
+1. **Define Providers**: In your Terraform configuration files, define the providers for each cloud service you intend to use (e.g., AWS, Azure, Google Cloud). Each provider block will configure how Terraform interacts with that specific cloud.
+2. **Create Resource Definitions**: In the same or separate Terraform files, define the resources you want to provision in each cloud. For example, you might define AWS EC2 instances, Azure Virtual Machines, and Google Cloud Storage buckets within the same project.
+3. **Set Up State Management**: Use a remote backend to manage Terraform state files centrally and securely. This is crucial for multi-cloud setups to ensure consistency and to allow collaboration among team members.
+4. **Configure Networking**: Design and configure networking across clouds, including VPCs, subnets, VPNs, or peering connections, to enable communication between resources in different clouds.
+5. **Provision Resources**: Run terraform init to initialize the configuration, then terraform plan to preview the changes, and finally terraform apply to provision the infrastructure across the multiple cloud environments.
+6. **Handle Authentication**: Ensure that each cloud provider's authentication (e.g., access keys, service principals) is securely handled, possibly using environment variables or a secret management tool. Do not hardcode sensitive information in your code, ever.
+7. **Monitor and Manage**: As always, after deploying, use Terraform's state files and output to monitor the infrastructure.
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diff --git a/src/data/question-groups/devops/content/network-configuration.md b/src/data/question-groups/devops/content/network-configuration.md
new file mode 100644
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+++ b/src/data/question-groups/devops/content/network-configuration.md
@@ -0,0 +1,7 @@
+Managing the network configuration is not a trivial task, especially when the architecture is big and complex.
+
+- Specifically in a cloud environment, managing network configurations involves several steps:
+Creating and isolating resources within Virtual Private Clouds (VPCs), organizing them into subnets, and controlling traffic using security groups and network ACLs. 
+- Set up load balancers to distribute traffic for better performance, while setting up DNS services at the same time to manage domain routing. 
+- Have VPNs and VPC peering connect cloud resources securely with other networks. 
+- Finally, automation tools like Terraform handle network setups consistently, and monitoring tools ensure everything runs smoothly.
diff --git a/src/data/question-groups/devops/content/optimize-cicd.md b/src/data/question-groups/devops/content/optimize-cicd.md
new file mode 100644
index 000000000..d919d9061
--- /dev/null
+++ b/src/data/question-groups/devops/content/optimize-cicd.md
@@ -0,0 +1,9 @@
+There are many ways in which you can optimize a CI/CD pipeline for performance and reliability, it all depends highly on the tech stack and your specific context (your app, your CI/CD setup, etc). However, the following are some potential solutions to this problem:
+
+1. **Parallelize Jobs**: As long as you can, try to run independent jobs in parallel to reduce overall build and test times. This ensures faster feedback and speeds up the entire pipeline.
+2. **Optimize Build Caching**: Use caching mechanisms to avoid redundant work, such as re-downloading dependencies or rebuilding unchanged components. This can significantly reduce build times.
+3. **Incremental Builds**: Implement incremental builds that only rebuild parts of the codebase that have changed, rather than the entire project. This is especially useful for large projects with big codebases.
+4. **Efficient Testing**: Prioritize and parallelize tests, running faster unit tests early and reserving more intensive integration or end-to-end tests for later stages. Be smart about it and use test impact analysis to only run tests affected by recent code changes.
+5. **Monitor Pipeline Health**: Continuously monitor the pipeline for bottlenecks, failures, and performance issues. Use metrics and logs to identify and address inefficiencies.
+6. **Environment Consistency**: Ensure that build, test, and production environments are consistent to avoid "it works on my machine" issues. Use containerization or Infrastructure as Code (IaC) to maintain environment parity. Your code should work in all environments, and if it doesn’t, it should not be the fault of the environment.
+7. **Pipeline Stages**: Use pipeline stages wisely to catch issues early. For example, fail fast on linting or static code analysis before moving on to more resource-intensive stages.
diff --git a/src/data/question-groups/devops/content/orchestration.md b/src/data/question-groups/devops/content/orchestration.md
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index 000000000..e48820c2e
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@@ -0,0 +1,7 @@
+Orchestration in DevOps refers to the automated coordination and management of complex IT systems. It involves combining multiple automated tasks and processes into a single workflow to achieve a specific goal.
+
+Nowadays, automation (or orchestration) is one of the key components of any software development process and it should never be avoided nor preferred over manual configuration.
+
+As an automation practice, orchestration helps to remove the chance of human error from the different steps of the software development lifecycle. This is all to ensure efficient resource utilization and consistency.
+
+Some examples of orchestration can include orchestrating container deployments with Kubernetes and automating infrastructure provisioning with tools like Terraform.
diff --git a/src/data/question-groups/devops/content/popular-cicd-tools.md b/src/data/question-groups/devops/content/popular-cicd-tools.md
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index 000000000..5726c1577
--- /dev/null
+++ b/src/data/question-groups/devops/content/popular-cicd-tools.md
@@ -0,0 +1,21 @@
+There are too many out there to name them all, but we can group them into two main categories: on-prem and cloud-based.
+
+**On-prem CI/CD tools**
+
+These tools allow you to install them on your own infrastructure and don’t require any extra external internet access. Some examples are:
+
+- Jenkins
+- GitLab CI/CD (can be self-hosted)
+- Bamboo
+- TeamCity
+
+**Cloud-based CI/CD tools**
+
+On the other hand, these tools either require you to use them from the cloud or are only accessible in SaaS format, which means they provide the infrastructure, and you just use their services.
+
+Some examples of these tools are:
+- CircleCI
+- Travis CI
+- GitLab CI/CD (cloud version)
+- Azure DevOps
+- Bitbucket Pipelines
diff --git a/src/data/question-groups/devops/content/purpose-of-cm.md b/src/data/question-groups/devops/content/purpose-of-cm.md
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index 000000000..2975df725
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@@ -0,0 +1,8 @@
+When organizations and platforms grow large enough, keeping track of how different areas of the IT ecosystem (infrastructure, deployment pipelines, hardware, etc) are meant to be configured becomes a problem, and finding a way to manage that chaos suddenly becomes a necessity.
+That is where configuration management comes into play.
+
+The purpose of a configuration management tool is to automate the process of managing and maintaining the consistency of software and hardware configurations across an organization's infrastructure.
+
+It makes sure that systems are configured correctly, updates are applied uniformly, and configurations are maintained according to predefined standards.
+
+This helps reduce configuration errors, increase efficiency, and ensure that environments are consistent and compliant.
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diff --git a/src/data/question-groups/devops/content/reverse-proxy.md b/src/data/question-groups/devops/content/reverse-proxy.md
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--- /dev/null
+++ b/src/data/question-groups/devops/content/reverse-proxy.md
@@ -0,0 +1,5 @@
+![Reverse Procy Explained](https://assets.roadmap.sh/guest/reverse-proxy-explained-t12iw.png)
+
+A reverse proxy is a piece of software that sits between clients and backend servers, forwarding client requests to the appropriate server and returning the server's response to the client. It helps with load balancing, security, caching, and handling SSL termination.
+
+An example of a reverse proxy is **Nginx**. For example, if you have a web application running on several backend servers, Nginx can distribute incoming HTTP requests evenly among these servers. This setup improves performance, enhances fault tolerance, and ensures that no single server is overwhelmed by traffic.
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diff --git a/src/data/question-groups/devops/content/role-of-devops.md b/src/data/question-groups/devops/content/role-of-devops.md
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index 000000000..dd6f897a5
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+++ b/src/data/question-groups/devops/content/role-of-devops.md
@@ -0,0 +1,15 @@
+This is probably one of the most common DevOps interview questions out there because by answering it correctly, you show that you actually know what DevOps engineers (A.K.A “you”) are supposed to work on.
+
+That said, this is not a trivial question to answer because different companies will likely implement DevOps with their own “flavor” and in their own way.
+
+At a high level, the role of a DevOps engineer is to bridge the gap between development and operations teams with the aim of improving the development lifecycle and reducing deployment errors. 
+
+With that said other key responsibilities may include:
+
+- Implementing and managing CI/CD pipelines.
+- Automating infrastructure provisioning and configuration using IaC tools.
+- Monitoring and maintaining system performance, security, and availability.
+- Collaborating with developers to streamline code deployments and ensure smooth operations.
+- Managing and optimizing cloud infrastructure.
+- Ensuring system scalability and reliability.
+- Troubleshooting and resolving issues across the development and production environments.
diff --git a/src/data/question-groups/devops/content/scaling-differences.md b/src/data/question-groups/devops/content/scaling-differences.md
new file mode 100644
index 000000000..98826af08
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+++ b/src/data/question-groups/devops/content/scaling-differences.md
@@ -0,0 +1,17 @@
+![Vertical vs Horizontal Scaling](https://assets.roadmap.sh/guest/vertical-scaling-vs-horizontal-scaling-dfy6m.png)
+
+They’re both valid scaling techniques, but they both have different limitations on the affected system.
+
+**Horizontal Scaling**
+
+- Involves adding more machines or instances to your infrastructure.
+- Increases capacity by connecting multiple hardware or software entities so they work as a single logical unit.
+- Often used in distributed systems and cloud environments.
+
+**Vertical Scaling**
+
+- Involves adding more resources (CPU, RAM, storage) to an existing machine.
+- Increases capacity by enhancing the power of a single server or instance.
+- Limited by the maximum capacity of the hardware.
+
+In summary, horizontal scaling adds more machines to handle increased load, while vertical scaling enhances the power of existing machines.
diff --git a/src/data/question-groups/devops/content/secret-management.md b/src/data/question-groups/devops/content/secret-management.md
new file mode 100644
index 000000000..b0f42eaae
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+++ b/src/data/question-groups/devops/content/secret-management.md
@@ -0,0 +1,6 @@
+There are many ways to handle secrets management in a DevOps pipeline, some of them involve:
+
+- Storing secrets in environment variables managed by the CI/CD tool.
+- Using secret management tools like HashiCorp Vault, AWS Secrets Manager, or Azure Key Vault to securely store and retrieve secrets. 
+- Encrypted configuration files are also an option, with decryption keys stored securely somewhere else. 
+- Whatever strategy you decide to go with, it's crucial to implement strict access controls and permissions, integrate secret management tools with CI/CD pipelines to fetch secrets securely at runtime, and above all, avoid hardcoding secrets in code repositories or configuration files.
diff --git a/src/data/question-groups/devops/content/serverless-computing.md b/src/data/question-groups/devops/content/serverless-computing.md
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index 000000000..97097974f
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@@ -0,0 +1,5 @@
+Contrary to popular belief, serverless computing doesn’t mean there are no servers, in fact, there are, however, you just don’t need to worry about them.
+
+Serverless computing is a cloud computing model where the cloud provider automatically manages the infrastructure, allowing developers to focus solely on writing and deploying code. In this model, you don't have to manage servers or worry about scaling, as the cloud provider dynamically allocates resources as needed.
+
+One of the great qualities of this model is that you pay only for the compute time your code actually uses, rather than for pre-allocated infrastructure (like you would for a normal server).
diff --git a/src/data/question-groups/devops/content/stateful-applications.md b/src/data/question-groups/devops/content/stateful-applications.md
new file mode 100644
index 000000000..be99722cf
--- /dev/null
+++ b/src/data/question-groups/devops/content/stateful-applications.md
@@ -0,0 +1,12 @@
+Handling stateful applications in a Kubernetes environment requires careful management of persistent data; you need to ensure that data is retained even if Pods are rescheduled or moved.
+
+Here’s one way you can do it:
+
+1. **Persistent Volumes (PVs) and Persistent Volume Claims (PVCs)**: Use Persistent Volumes to define storage resources in the cluster, and Persistent Volume Claims to request specific storage. This way you decouple storage from the lifecycle of Pods, ensuring that data persists independently of Pods.
+2. **StatefulSets**: Deploy stateful applications using StatefulSets instead of Deployments. StatefulSets ensure that Pods have stable, unique network identities and persistent storage, which is crucial for stateful applications like databases.
+3. **Storage Classes**: Use Storage Classes to define the type of storage (e.g., SSD, HDD) and the dynamic provisioning of Persistent Volumes. This allows Kubernetes to automatically provision the appropriate storage based on the application's needs.
+4. **Headless Services**: Configure headless services to manage network identities for StatefulSets. This allows Pods to have consistent DNS names, which is important for maintaining stateful connections between Pods.
+5. **Backup and Restore**: Implement backup and restore mechanisms to protect the persistent data. Tools like Velero can be used to back up Kubernetes resources and persistent volumes.
+6. **Data Replication**: For critical applications, set up data replication across multiple zones or regions to ensure high availability and data durability.
+
+As always, continuously monitor the performance and health of stateful applications using Kubernetes-native tools (e.g., Prometheus) and ensure that the storage solutions meet the performance requirements of the application.
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diff --git a/src/data/question-groups/devops/content/what-is-devops.md b/src/data/question-groups/devops/content/what-is-devops.md
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index 000000000..eb8eab9ff
--- /dev/null
+++ b/src/data/question-groups/devops/content/what-is-devops.md
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+DevOps is a set of practices that combines software development (Dev) and IT operations (Ops). Its main goal is to shorten (and simplify) the software development lifecycle and provide continuous delivery with high software quality. 
+
+It is important because it helps to improve collaboration between development and operations teams which in turn, translates into increasing deployment frequency, reducing failure rates of new releases, and speeding up recovery time. 
diff --git a/src/data/question-groups/devops/content/what-is-docker.md b/src/data/question-groups/devops/content/what-is-docker.md
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index 000000000..79f687a3a
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+++ b/src/data/question-groups/devops/content/what-is-docker.md
@@ -0,0 +1,9 @@
+Docker is an open-source platform that enables developers to create, deploy, and run applications within lightweight, portable containers. These containers package an application along with all of its dependencies, libraries, and configuration files.
+
+That, in turn, ensures that the application can run consistently across various computing environments.
+
+Docker has become one of the most popular DevOps tools because it provides a consistent and isolated environment for development, continuous testing, and deployment. This consistency helps to eliminate the common "it works on my machine" problem by ensuring that the application behaves the same way, regardless of where it is run—whether on a developer's local machine, a testing server, or in production.
+
+Additionally, Docker simplifies the management of complex applications by allowing developers to break them down into smaller, manageable microservices, each running in its own container.
+
+This approach not only supports but also enhances scalability, and flexibility and it makes it easier to manage dependencies, version control, and updates.
diff --git a/src/data/question-groups/devops/content/what-is-gitops.md b/src/data/question-groups/devops/content/what-is-gitops.md
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index 000000000..371d7a7de
--- /dev/null
+++ b/src/data/question-groups/devops/content/what-is-gitops.md
@@ -0,0 +1,9 @@
+GitOps is a practice that uses Git as the single source of truth for infrastructure and application management. It takes advantage of Git repositories to store all configuration files and through automated processes, it ensures that both infrastructure and application configuration match the described state in the repo.
+
+The main differences between GitOps and traditional CI/CD are:
+
+- **Source of Truth**: GitOps uses Git as the single source of truth for both infrastructure and application configurations. In traditional CI/CD, configurations may be scattered across various tools and scripts.
+- **Deployment Automation**: In GitOps, changes are automatically applied by reconciling the desired state in Git with the actual state in the environment. Traditional CI/CD often involves manual steps for deployment.
+- **Declarative Approach**: GitOps emphasizes a declarative approach where the desired state is defined in Git and the system automatically converges towards it. Traditional CI/CD often uses imperative scripts to define steps and procedures to get the system to the state it should be in.
+- **Operational Model**: GitOps operates continuously, monitoring for changes in Git and applying them in near real-time. Traditional CI/CD typically follows a linear pipeline model with distinct build, test, and deploy stages.
+- **Rollback and Recovery**: GitOps simplifies rollbacks and recovery by reverting changes in the Git repository, which is a native mechanism and automatically triggers the system to revert to the previous state. Traditional CI/CD may require extra work and configuration to roll back changes.
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diff --git a/src/data/question-groups/devops/content/what-is-helm-chart.md b/src/data/question-groups/devops/content/what-is-helm-chart.md
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index 000000000..a15911571
--- /dev/null
+++ b/src/data/question-groups/devops/content/what-is-helm-chart.md
@@ -0,0 +1,8 @@
+A Helm chart is a set of YAML templates used to configure Kubernetes resources. It simplifies the deployment and management of applications within a Kubernetes cluster by bundling all necessary components (such as deployments, services, and configurations) into a single, reusable package.
+
+Helm charts are used in Kubernetes to:
+
+- **Simplify Deployments**: By using Helm charts, you can deploy complex applications with a single command.
+- **Version Control**: Given how they’re just plain-text files, helm charts support versioning, allowing you to track and roll back to previous versions of your applications easily.
+- **Configuration Management**: They allow you to manage configuration values separately from the Kubernetes manifests, making it easier to update and maintain configurations.
+- **Reuse and Share**: Helm charts can be reused and shared across different projects and teams, promoting best practices and consistency.
\ No newline at end of file
diff --git a/src/data/question-groups/devops/content/what-is-iac.md b/src/data/question-groups/devops/content/what-is-iac.md
new file mode 100644
index 000000000..06601c4bb
--- /dev/null
+++ b/src/data/question-groups/devops/content/what-is-iac.md
@@ -0,0 +1,5 @@
+![Explain Infrastructure as Code](https://assets.roadmap.sh/guest/infrastructure-as-code-explained-4dpxm.png)
+
+IaC is the practice of managing and provisioning infrastructure through machine-readable configuration files (in other words, “code”), rather than through physical hardware configuration or interactive configuration tools. 
+
+By keeping this configuration in code format, we now gain the ability to keep it stored in version control platforms, and automate their deployment consistently across environments, reducing the risk of human error and increasing efficiency in infrastructure management.
diff --git a/src/data/question-groups/devops/content/what-is-kubernetes.md b/src/data/question-groups/devops/content/what-is-kubernetes.md
new file mode 100644
index 000000000..69d874fa3
--- /dev/null
+++ b/src/data/question-groups/devops/content/what-is-kubernetes.md
@@ -0,0 +1,7 @@
+![What is Kubernetes](https://assets.roadmap.sh/guest/kubernetes-logo-with-docker-4f0q6.png)
+
+If we’re talking about DevOps tools, then Kubernetes is a must-have. Specifically, Kubernetes is an open-source container orchestration platform. That means it can automate the deployment, scaling, and management of containerized applications.
+
+It is widely used because it simplifies the complex tasks of managing containers for large-scale applications, such as ensuring high availability, load balancing, rolling updates, and self-healing.
+
+Kubernetes helps organizations run and manage applications more efficiently and reliably in various environments, including on-premises, cloud, or hybrid setups.
diff --git a/src/data/question-groups/devops/content/what-is-prometheus.md b/src/data/question-groups/devops/content/what-is-prometheus.md
new file mode 100644
index 000000000..f450d494f
--- /dev/null
+++ b/src/data/question-groups/devops/content/what-is-prometheus.md
@@ -0,0 +1,3 @@
+As a DevOps engineer, knowing your tools is key, given how many are out there, understanding  which ones get the job done is important.
+
+In this case, Prometheus is an open-source monitoring and alerting tool designed for reliability and scalability. It is widely used to monitor applications and infrastructure by collecting metrics, storing them in a time-series database, and providing powerful querying capabilities.
diff --git a/src/data/question-groups/devops/content/what-is-rollback.md b/src/data/question-groups/devops/content/what-is-rollback.md
new file mode 100644
index 000000000..370cecffd
--- /dev/null
+++ b/src/data/question-groups/devops/content/what-is-rollback.md
@@ -0,0 +1,5 @@
+A rollback is the process of reverting a system to a previous stable state, typically after a failed or problematic deployment to production.
+
+You would perform a rollback when a new deployment causes one or several of the following problems: application crashes, significant bugs, security vulnerabilities, or performance problems.
+
+The goal is to restore the system to a known “good” state while minimizing downtime and the impact on users while investigating and resolving the issues with the new deployment.
diff --git a/src/data/question-groups/devops/content/what-is-service-mesh.md b/src/data/question-groups/devops/content/what-is-service-mesh.md
new file mode 100644
index 000000000..4d5c0ff6b
--- /dev/null
+++ b/src/data/question-groups/devops/content/what-is-service-mesh.md
@@ -0,0 +1,11 @@
+![What is a Service Mesh?](https://assets.roadmap.sh/guest/service-mesh-vs-normal-microservices-dns8i.png)
+
+A service mesh is a dedicated layer in a system’s architecture for handling service-to-service communication.
+
+This is a very common problem to solve when your microservice-based architecture grows out of control. Suddenly having to understand how to orchestrate them all in a way that is reliable and scalable becomes more of a chore.
+
+While teams can definitely come up with solutions to this problem, using a ready-made solution is also a great alternative.
+
+A service mesh manages tasks like load balancing, service discovery, encryption, authentication, authorization, and observability,  without requiring changes to the application code (so it can easily be added once the problem presents, instead of planning for it from the start).
+
+There are many products out there that provide this functionality, but some examples are Istio, Linkerd, and Consul.
diff --git a/src/data/question-groups/devops/content/what-is-shift-left.md b/src/data/question-groups/devops/content/what-is-shift-left.md
new file mode 100644
index 000000000..bd41bea12
--- /dev/null
+++ b/src/data/question-groups/devops/content/what-is-shift-left.md
@@ -0,0 +1,3 @@
+The concept of 'shift left' in DevOps refers to the practice of performing tasks earlier in the software development lifecycle.
+
+This includes integrating testing, security, and other quality checks early in the development process rather than at the end. The goal is to identify and fix issues sooner, thus reducing defects, improving quality, and speeding up software delivery times.
diff --git a/src/data/question-groups/devops/content/what-is-version-control.md b/src/data/question-groups/devops/content/what-is-version-control.md
new file mode 100644
index 000000000..6115b4848
--- /dev/null
+++ b/src/data/question-groups/devops/content/what-is-version-control.md
@@ -0,0 +1,7 @@
+Version control is a system that records changes to files over time so that specific versions can be recalled later or multiple developers can work on the same codebase and eventually merge their work streams together with minimum effort.
+
+It is important in DevOps because it allows multiple team members to collaborate on code, tracks and manages changes efficiently, enables rollback to previous versions if issues arise, and supports automation in CI/CD pipelines, ensuring consistent and reliable software delivery (which is one of the key principles of DevOps).
+
+In terms of tooling, one of the best and most popular version control systems is Git. It provides what is known as a distributed version control system, giving every team member a piece of the code so they can branch it, work on it however they feel like it, and push it back to the rest of the team once they’re done.
+
+That said, there are other legacy teams using alternatives like CSV or SVN.
diff --git a/src/data/question-groups/devops/content/zero-downtime.md b/src/data/question-groups/devops/content/zero-downtime.md
new file mode 100644
index 000000000..b65e4afae
--- /dev/null
+++ b/src/data/question-groups/devops/content/zero-downtime.md
@@ -0,0 +1,6 @@
+Zero-downtime deployments are crucial to maintain the stability of service with high-traffic applications. To achieve this, there are many different strategies, some of which we’ve already covered in this article.
+
+1. **Blue-Green Deployment**: Set up two identical environments—blue (current live) and green (new version). Deploy the new version to the green environment, test it, and then switch traffic from blue to green. This ensures that users experience no downtime.
+2. **Canary Releases**: Gradually route a small percentage of traffic to the new version while the rest continues to use the current version. Monitor the new version's performance, and if successful, progressively increase the traffic to the new version.
+3. **Rolling Deployments**: Update a subset of instances or Pods at a time, gradually rolling out the new version across all servers or containers. This method ensures that some instances remain available to serve traffic while others are being updated.
+4. **Feature Flags**: Deploy the new version with features toggled off. Gradually enable features for users without redeploying the code. This allows you to test new features in production and quickly disable them if issues arise.
\ No newline at end of file
diff --git a/src/data/question-groups/devops/devops.md b/src/data/question-groups/devops/devops.md
new file mode 100644
index 000000000..c64f80b7d
--- /dev/null
+++ b/src/data/question-groups/devops/devops.md
@@ -0,0 +1,246 @@
+---
+order: 6
+briefTitle: 'DevOps'
+briefDescription: 'Get ready for your DevOps interview with 50 popular questions and answers that cover tools, pipelines, and key practices.'
+title: 'Top 50 Popular DevOps Interview Questions (and Answers)'
+description: 'Get ready for your DevOps interview with 50 popular questions and answers that cover tools, pipelines, and key practices.'
+authorId: 'fernando'
+isNew: true
+date: 2024-08-20
+seo:
+  title: 'Top 50 Popular DevOps Interview Questions (and Answers)'
+  description: 'Get ready for your DevOps interview with 50 popular questions and answers that cover tools, pipelines, and key practices.'
+  keywords:
+    - 'devops quiz'
+    - 'devops questions'
+    - 'devops interview questions'
+    - 'devops interview'
+    - 'devops test'
+sitemap:
+  priority: 1
+  changefreq: 'monthly'
+questions:
+  - question: What is DevOps, and why is it important?
+    answer: what-is-devops.md
+    topics:
+      - 'Beginner'
+  - question: Explain the difference between continuous integration and continuous deployment.
+    answer: explain-ci-vs-cd.md
+    topics:
+      - 'Beginner'
+  - question: What is a container, and how is it different from a virtual machine?
+    answer: container-vs-vm.md
+    topics:
+      - 'Beginner'
+  - question: Name some popular CI/CD tools.
+    answer: popular-cicd-tools.md
+    topics:
+      - 'Beginner'
+  - question: What is Docker, and why is it used?
+    answer: what-is-docker.md
+    topics:
+      - 'Beginner'
+  - question: Can you explain what infrastructure as code (IaC) is?
+    answer: what-is-iac.md
+    topics:
+      - 'Beginner'
+  - question: What are some common IaC tools?
+    answer: common-iac-tools.md
+    topics:
+      - 'Beginner'
+  - question: What is version control, and why is it important in DevOps?
+    answer: what-is-version-control.md
+    topics:
+      - 'Beginner'
+  - question: Explain the concept of 'shift left' in DevOps.
+    answer: what-is-shift-left.md
+    topics:
+      - 'Beginner'
+  - question: What is a microservice, and how does it differ from a monolithic application?
+    answer: microservice-vs-monolithic.md
+    topics:
+      - 'Beginner'
+  - question: What is a build pipeline?
+    answer: build-pipelines.md
+    topics:
+      - 'Beginner'
+  - question: What is the role of a DevOps engineer?
+    answer: role-of-devops.md
+    topics:
+      - 'Beginner'
+  - question: What is Kubernetes, and why is it used?
+    answer: what-is-kubernetes.md
+    topics:
+      - 'Beginner'
+  - question: Explain the concept of orchestration in DevOps.
+    answer: orchestration.md
+    topics:
+      - 'Beginner'
+  - question: What is a load balancer, and why is it important?
+    answer: load-balancer.md
+    topics:
+      - 'Beginner'
+  - question: What is the purpose of a configuration management tool?
+    answer: purpose-of-cm.md
+    topics:
+      - 'Beginner'
+  - question: What is continuous monitoring?
+    answer: continuous-monitoring.md
+    topics:
+      - 'Beginner'
+  - question: What's the difference between horizontal and vertical scaling?
+    answer: scaling-differences.md
+    topics:
+      - 'Beginner'
+  - question: What is a rollback, and when would you perform one?
+    answer: what-is-rollback.md
+    topics:
+      - 'Beginner'
+  - question: Explain what a service mesh is
+    answer: what-is-service-mesh.md
+    topics:
+      - 'Beginner'
+  - question: Describe how you would set up a CI/CD pipeline from scratch
+    answer: cicd-setup.md
+    topics:
+      - 'Intermediate'
+  - question: How do containers help with consistency in development and production environments?
+    answer: container-consistency.md
+    topics:
+      - 'Intermediate'
+  - question: Explain the concept of 'infrastructure as code' using Terraform.
+    answer: iac-concept.md
+    topics:
+      - 'Intermediate'
+  - question: What are the benefits of using Ansible for configuration management?
+    answer: ansible-benefits.md
+    topics:
+      - 'Intermediate'
+  - question: How do you handle secrets management in a DevOps pipeline?
+    answer: secret-management.md
+    topics:
+      - 'Intermediate'
+  - question: What is GitOps, and how does it differ from traditional CI/CD?
+    answer: what-is-gitops.md
+    topics:
+      - 'Intermediate'
+  - question: Describe the process of blue-green deployment.
+    answer: blue-green-deployment.md
+    topics:
+      - 'Intermediate'
+  - question: What are the main components of Kubernetes?
+    answer: kubernetes-components.md
+    topics:
+      - 'Intermediate'
+  - question: How would you monitor the health of a Kubernetes cluster?
+    answer: cluster-health.md
+    topics:
+      - 'Intermediate'
+  - question: What is a Helm chart, and how is it used in Kubernetes?
+    answer: what-is-helm-chart.md
+    topics:
+      - 'Intermediate'
+  - question: Explain the concept of a canary release
+    answer: canary-release.md
+    topics:
+      - 'Intermediate'
+  - question: What is the role of Docker Compose in a multi-container application?
+    answer: docker-compose.md
+    topics:
+      - 'Intermediate'
+  - question: How would you implement auto-scaling in a cloud environment?
+    answer: auto-scaling.md
+    topics:
+      - 'Intermediate'
+  - question: What are some common challenges with microservices architecture?
+    answer: microservice-challenges.md
+    topics:
+      - 'Intermediate'
+  - question: How do you ensure high availability and disaster recovery in a cloud environment?
+    answer: high-availability.md
+    topics:
+      - 'Intermediate'
+  - question: What is Prometheus, and how is it used in monitoring?
+    answer: what-is-prometheus.md
+    topics:
+      - 'Intermediate'
+  - question: Describe how you would implement logging for a distributed system
+    answer: implement-logging.md
+    topics:
+      - 'Intermediate'
+  - question: How do you manage network configurations in a cloud environment?
+    answer: network-configuration.md
+    topics:
+      - 'Intermediate'
+  - question: What is the purpose of a reverse proxy, and give an example of one
+    answer: reverse-proxy.md
+    topics:
+      - 'Intermediate'
+  - question: Explain the concept of serverless computing
+    answer: serverless-computing.md
+    topics:
+      - 'Intermediate'
+  - question: How would you migrate an existing application to a containerized environment?
+    answer: migrate-environment.md
+    topics:
+      - 'Advanced'
+  - question: Describe your approach to implementing security in a DevOps pipeline (DevSecOps)
+    answer: devsecops.md
+    topics:
+      - 'Advanced'
+  - question: What are the advantages and disadvantages of using Kubernetes Operators?
+    answer: kubernetes-operators.md
+    topics:
+      - 'Advanced'
+  - question: How would you optimize a CI/CD pipeline for performance and reliability?
+    answer: optimize-cicd.md
+    topics:
+      - 'Advanced'
+  - question: Explain the process of setting up a multi-cloud infrastructure using Terraform.
+    answer: multi-cloud.md
+    topics:
+      - 'Advanced'
+  - question: How would you implement one in a Kubernetes cluster?
+    answer: multi-cloud-kubernetes.md
+    topics:
+      - 'Advanced'
+  - question: How do you handle stateful applications in a Kubernetes environment?
+    answer: stateful-applications.md
+    topics:
+      - 'Advanced'
+  - question: What are the key metrics you would monitor to ensure the health of a DevOps pipeline?
+    answer: health-monitor.md
+    topics:
+      - 'Advanced'
+  - question: How would you implement zero-downtime deployments in a high-traffic application?
+    answer: zero-downtime.md
+    topics:
+      - 'Advanced'
+  - question: Describe your approach to handling data migrations in a continuous deployment pipeline.
+    answer: data-migration.md
+    topics:
+      - 'Advanced'
+---
+
+![Popular DevOps interview questions and answers.](https://assets.roadmap.sh/guest/devops-interview-questions-x6n2w.jpg)
+
+The evolution of technology and practices, coupled with the increase in complexity of the systems we develop, make the role of DevOps more relevant by the day.
+
+But becoming a successful DevOps is not a trivial task, especially because this role is usually the evolution of a developer looking to get more involved in other related ops areas or someone from ops who’s starting to get more directly involved in the development space. 
+
+Either way, DevOps engineers live between the development and operations teams, understanding enough about each area to be able to work towards improving their interactions.
+
+Because of this strange situation, while detailed roadmaps (be sure to check out our DevOps roadmap!) help a lot, getting ready for a DevOps interview requires a lot of work.
+
+Here are the most relevant DevOps interview questions you’ll likely get asked during a DevOps interview, plus a few more that will push your skills to the next level.
+
+## Preparing for your DevOps interview
+
+Before diving into your DevOps technical interview, keep these key points in mind:
+
+1.  **Understand the core concepts**: Familiarize yourself with the essentials of DevOps practices, including continuous integration/continuous deployment (CI/CD), infrastructure as code (IaC), the software development lifecycle, and containerization. Understand how these concepts contribute to the overall development lifecycle.
+2. **Practice hands-on skills**: There is a lot of practical knowledge involved in the DevOps practice, so make sure you try what you read about. Set up some CI/CD pipelines for your pet projects, understand containerization, and pick a tool to get started. The more you practice, the more prepared you’ll be for real-world problems.
+3. **Study software architecture**: While you may not have the responsibilities of an architect, having a solid understanding of software architecture principles can be a huge help. Being able to discuss the different components of a system with architects would make you a huge asset to any team.
+4. **Research the Company**: In general, it’s always a great idea to research the company you’re interviewing for. In this case, investigate the company’s DevOps practices, the technologies they use, and their overall approach to software development. This will help you demonstrate a genuine interest in their operations and come prepared with thoughtful questions.
+
+With that out of the way, let’s move on to the specific DevOps interview questions to prepare for.
diff --git a/src/data/question-groups/frontend/frontend.md b/src/data/question-groups/frontend/frontend.md
index b09c99dc4..b2732a96d 100644
--- a/src/data/question-groups/frontend/frontend.md
+++ b/src/data/question-groups/frontend/frontend.md
@@ -142,6 +142,8 @@ questions:
       - 'Advanced'
 ---
 
+![Popular frontend developer interview questions and answers.](https://assets.roadmap.sh/guest/frontend-developer-interview-questions-ezbj6.jpg)
+
 Preparing for your front end web development interview is key to achieving a successful outcome, but understanding what kind of questions or topics are going to be asked is not easy.
 
 So to help you get ready for your upcoming front end developer interview, here are 30 technical interview questions about web development with a focus on the front end, in other words, about JavaScript, HTML, and CSS.
diff --git a/src/data/roadmaps/android/content/bottom-sheet@Z4Tbd5ClnqCXGPGG09F-G.md b/src/data/roadmaps/android/content/bottom-sheet@Z4Tbd5ClnqCXGPGG09F-G.md
index e69de29bb..077254e2b 100644
--- a/src/data/roadmaps/android/content/bottom-sheet@Z4Tbd5ClnqCXGPGG09F-G.md
+++ b/src/data/roadmaps/android/content/bottom-sheet@Z4Tbd5ClnqCXGPGG09F-G.md
@@ -0,0 +1,10 @@
+# BottomSheet
+
+`Bottom sheets` are surfaces containing supplementary content that are anchored to the bottom of the screen.
+
+There are several attributes that can be used to adjust the behavior of both standard and modal bottom sheets. 
+Behavior attributes can be applied to standard bottom sheets in xml by setting them on a child View set to `app:layout_behavior` or programmatically.
+
+Visit the following resources to learn more:
+
+- [@article@Android developers: Bottom sheets](https://developer.android.com/reference/com/google/android/material/bottomsheet/BottomSheetDialog)
diff --git a/src/data/roadmaps/android/content/imageview@A4rtNULX_MoV93IH1Lgqw.md b/src/data/roadmaps/android/content/imageview@A4rtNULX_MoV93IH1Lgqw.md
index e69de29bb..e7138a154 100644
--- a/src/data/roadmaps/android/content/imageview@A4rtNULX_MoV93IH1Lgqw.md
+++ b/src/data/roadmaps/android/content/imageview@A4rtNULX_MoV93IH1Lgqw.md
@@ -0,0 +1,7 @@
+# ImageView
+
+Displays image resources, for example Bitmap or Drawable resources. ImageView is also commonly used to apply tints to an image and handle image scaling.
+
+Visit the following resources to learn more:
+
+- [@article@Android developers: ImageView](https://developer.android.com/reference/android/widget/ImageView)
diff --git a/src/data/roadmaps/angular/content/cross-site-scripting@umUX4Hxk7srHlFR_Un-u7.md b/src/data/roadmaps/angular/content/cross-site-scripting@umUX4Hxk7srHlFR_Un-u7.md
index 82042520e..313126373 100644
--- a/src/data/roadmaps/angular/content/cross-site-scripting@umUX4Hxk7srHlFR_Un-u7.md
+++ b/src/data/roadmaps/angular/content/cross-site-scripting@umUX4Hxk7srHlFR_Un-u7.md
@@ -1 +1,11 @@
-# Cross-site Scripting
\ No newline at end of file
+# Cross-site Scripting
+
+Cross-site scripting (XSS) enables attackers to inject malicious code into web pages. Such code can then, for example, steal user and login data, or perform actions that impersonate the user.
+This has been one of the biggest web security vulnerabilities for over a decade.
+
+To systematically block XSS bugs, Angular treats all values as untrusted by default. When a value is inserted into the DOM from a template binding, or interpolation, Angular sanitizes and escapes untrusted values.
+
+Visit the following resources to learn more:
+
+- [@official@Angular Official Docs - Preventing cross-site scripting (XSS)](https://angular.dev/best-practices/security#preventing-cross-site-scripting-xss)
+- [@article@Mitigate cross-site scripting (XSS)](https://web.dev/articles/strict-csp)
\ No newline at end of file
diff --git a/src/data/roadmaps/angular/content/dependencies@5b590c7s-2XJ0rgdCYxLa.md b/src/data/roadmaps/angular/content/dependencies@5b590c7s-2XJ0rgdCYxLa.md
index e482fab7c..2ddc93a39 100644
--- a/src/data/roadmaps/angular/content/dependencies@5b590c7s-2XJ0rgdCYxLa.md
+++ b/src/data/roadmaps/angular/content/dependencies@5b590c7s-2XJ0rgdCYxLa.md
@@ -1 +1,9 @@
-# Dependencies
\ No newline at end of file
+# Dependencies
+
+A provider is an instruction to the Dependency Injection system on how to obtain a value for a dependency. Most of the time, these dependencies are services that you create and provide.
+
+Visit the following resources to learn more:
+
+- [@official@Angular Official Docs - Providing dependencies in modules](https://angular.dev/guide/ngmodules/providers)
+- [@article@Providers in Angular](https://www.scaler.com/topics/angular/providers-in-angular/)
+- [@article@Working with providers in Angular](https://sergeygultyayev.medium.com/working-with-providers-in-angular-eeb493151446)
\ No newline at end of file
diff --git a/src/data/roadmaps/angular/content/else@ORdPDad4HWJAfcZuS-7yM.md b/src/data/roadmaps/angular/content/else@ORdPDad4HWJAfcZuS-7yM.md
index 538228489..c79fb04b2 100644
--- a/src/data/roadmaps/angular/content/else@ORdPDad4HWJAfcZuS-7yM.md
+++ b/src/data/roadmaps/angular/content/else@ORdPDad4HWJAfcZuS-7yM.md
@@ -1 +1,8 @@
-# @else
\ No newline at end of file
+# @else
+
+While the `@if` block can be helpful in many situations, it's common to also show fallback UI when the condition is not met. When you need a fallback, similar to JavaScript's else clause, add an `@else` block to accomplish the same effect.
+
+Visit the following resources to learn more:
+
+- [@official@Angular Official Docs - @else block](https://angular.dev/essentials/conditionals-and-loops#else-block)
+- [@article@Angular If Else Control Flow Blocks Explained](https://ultimatecourses.com/blog/angular-if-else-control-flow-blocks-explained)
\ No newline at end of file
diff --git a/src/data/roadmaps/angular/content/feature-modules@w_BazXvINFyxDCHmlznfy.md b/src/data/roadmaps/angular/content/feature-modules@w_BazXvINFyxDCHmlznfy.md
index b84fdfb52..abe92948e 100644
--- a/src/data/roadmaps/angular/content/feature-modules@w_BazXvINFyxDCHmlznfy.md
+++ b/src/data/roadmaps/angular/content/feature-modules@w_BazXvINFyxDCHmlznfy.md
@@ -1 +1,9 @@
-# Feature Modules
\ No newline at end of file
+# Feature Modules
+
+Feature modules are `NgModules` for the purpose of organizing code. With feature modules, you can keep code related to a specific functionality or feature separate from other code. Delineating areas of your application helps with collaboration between developers and teams, separating directives, and managing the size of the root module.
+
+Visit the following resources to learn more:
+
+- [@official@Angular Official Docs - Feature Modules](https://angular.dev/guide/ngmodules/feature-modules#how-to-make-a-feature-module)
+- [@video@Creating a Feature Module | Understanding Angular Modules](https://www.youtube.com/watch?v=VaPhaexVa1U)
+- [@article@Feature module with lazy loading in Angular 15](https://medium.com/@jaydeepvpatil225/feature-module-with-lazy-loading-in-angular-15-53bb8e15d193)
\ No newline at end of file
diff --git a/src/data/roadmaps/angular/content/introduction-to-angular@KDd40JOAvZ8O1mfhTYB3K.md b/src/data/roadmaps/angular/content/introduction-to-angular@KDd40JOAvZ8O1mfhTYB3K.md
index f1ae659c5..b6849bfc1 100644
--- a/src/data/roadmaps/angular/content/introduction-to-angular@KDd40JOAvZ8O1mfhTYB3K.md
+++ b/src/data/roadmaps/angular/content/introduction-to-angular@KDd40JOAvZ8O1mfhTYB3K.md
@@ -6,4 +6,4 @@ One of the key features of Angular is its use of components, which are reusable
 
 Learn more from the following resources:
 
-- [@official@ Angular website](https://angularjs.org/)
+- [@official@ Angular website](https://angular.dev/)
diff --git a/src/data/roadmaps/angular/content/sanitization@cgI9oeUHufA-ky_W1zENe.md b/src/data/roadmaps/angular/content/sanitization@cgI9oeUHufA-ky_W1zENe.md
index f99e8b75f..74f94fd3c 100644
--- a/src/data/roadmaps/angular/content/sanitization@cgI9oeUHufA-ky_W1zENe.md
+++ b/src/data/roadmaps/angular/content/sanitization@cgI9oeUHufA-ky_W1zENe.md
@@ -1 +1,13 @@
-# Sanitization
\ No newline at end of file
+# Sanitization
+
+Sanitization is the inspection of an untrusted value, turning it into a value that's safe to insert into the DOM. In many cases, sanitization doesn't change a value at all. Sanitization depends on context: A value that's harmless in CSS is potentially dangerous in a URL.
+
+Angular sanitizes untrusted values for HTML and URLs. Sanitizing resource URLs isn't possible because they contain arbitrary code. In development mode, Angular prints a console warning when it has to change a value during sanitization.
+
+Interpolated content is always escaped —the HTML isn't interpreted and the browser displays angle brackets in the element's text content.
+
+For the HTML to be interpreted, bind it to an HTML property such as `innerHTML`. Be aware that binding a value that an attacker might control into `innerHTML` normally causes an XSS vulnerability.
+
+Visit the following resources to learn more:
+
+- [@official@Angular Official Docs - Sanitization and security contexts](https://angular.dev/best-practices/security#sanitization-and-security-contexts)
diff --git a/src/data/roadmaps/angular/content/security@mm6c7GLQEwoQdAHdAYzGh.md b/src/data/roadmaps/angular/content/security@mm6c7GLQEwoQdAHdAYzGh.md
index f76df344c..2e28b0ec2 100644
--- a/src/data/roadmaps/angular/content/security@mm6c7GLQEwoQdAHdAYzGh.md
+++ b/src/data/roadmaps/angular/content/security@mm6c7GLQEwoQdAHdAYzGh.md
@@ -1 +1,8 @@
-# Security
\ No newline at end of file
+# Security
+
+This topic describes Angular's built-in protections against common web-application vulnerabilities and attacks such as cross-site scripting attacks. It doesn't cover application-level security, such as authentication and authorization.
+
+Visit the following resources to learn more:
+
+- [@official@Angular Official Docs - Security](https://angular.dev/best-practices/security)
+- [@official@Open Web Application Security Project (OWASP)](https://owasp.org/)
diff --git a/src/data/roadmaps/angular/content/trusting-safe-values@XoYSuv1salCCHoI1cJkxv.md b/src/data/roadmaps/angular/content/trusting-safe-values@XoYSuv1salCCHoI1cJkxv.md
index 76f7284dc..a8617cc4c 100644
--- a/src/data/roadmaps/angular/content/trusting-safe-values@XoYSuv1salCCHoI1cJkxv.md
+++ b/src/data/roadmaps/angular/content/trusting-safe-values@XoYSuv1salCCHoI1cJkxv.md
@@ -1 +1,7 @@
-# Trusting Safe Values
\ No newline at end of file
+# Trusting Safe Values
+
+Sometimes applications genuinely need to include executable code, display an `<iframe>` from some URL, or construct potentially dangerous URLs. To prevent automatic sanitization in these situations, tell Angular that you inspected a value, checked how it was created, and made sure it is secure. Do be careful. If you trust a value that might be malicious, you are introducing a security vulnerability into your application. If in doubt, find a professional security reviewer.
+
+Visit the following resources to learn more:
+
+- [@official@Angular Official Docs - Trusting safe values](https://angular.dev/best-practices/security#trusting-safe-values)
diff --git a/src/data/roadmaps/aws/content/100-introduction/101-iaas-paas-saas.md b/src/data/roadmaps/aws/content/100-introduction/101-iaas-paas-saas.md
index 53043033c..7a4412f05 100644
--- a/src/data/roadmaps/aws/content/100-introduction/101-iaas-paas-saas.md
+++ b/src/data/roadmaps/aws/content/100-introduction/101-iaas-paas-saas.md
@@ -5,3 +5,4 @@ IaaS, PaaS, and SaaS are three types of cloud service models. **IaaS** or Infras
 Learn more from the following resources:
 
 - [@video@IaaS vs PaaS vs SaaS cloud service models](https://youtu.be/9CVBohl6w0Q?si=cEDnXpd1sGkpf0K2)
+- [@article@Types of Cloud Computing](https://aws.amazon.com/types-of-cloud-computing/?nc1=h_ls)
diff --git a/src/data/roadmaps/aws/content/100-introduction/102-public-private-hybrid.md b/src/data/roadmaps/aws/content/100-introduction/102-public-private-hybrid.md
index 9cfae8fb9..730c21255 100644
--- a/src/data/roadmaps/aws/content/100-introduction/102-public-private-hybrid.md
+++ b/src/data/roadmaps/aws/content/100-introduction/102-public-private-hybrid.md
@@ -1,3 +1,8 @@
 # Public vs Private vs Hybrid Cloud
 
-Amazon Web Services (AWS) offers various cloud-based deployment models to cater to varying business needs, including Public, Private, and Hybrid clouds. A **Public Cloud** is a model where the service provider offers resources, such as applications and storage, available to the general public over the internet. Resources may be free, or sold on a pay-per-usage model. On the other hand, a **Private Cloud** is a type of cloud computing that delivers similar advantages to public cloud, including scalability and self-service, but through a proprietary architecture dedicated to a single organization. Unlike public clouds, which deliver services to multiple organizations, a private cloud is dedicated to the needs and goals of a single entity. Lastly, a **Hybrid Cloud** is a solution that combines a private cloud with one or more public cloud services, with proprietary software enabling communication between each distinct service.
\ No newline at end of file
+Amazon Web Services (AWS) offers various cloud-based deployment models to cater to varying business needs, including Public, Private, and Hybrid clouds. A **Public Cloud** is a model where the service provider offers resources, such as applications and storage, available to the general public over the internet. Resources may be free, or sold on a pay-per-usage model. On the other hand, a **Private Cloud** is a type of cloud computing that delivers similar advantages to public cloud, including scalability and self-service, but through a proprietary architecture dedicated to a single organization. Unlike public clouds, which deliver services to multiple organizations, a private cloud is dedicated to the needs and goals of a single entity. Lastly, a **Hybrid Cloud** is a solution that combines a private cloud with one or more public cloud services, with proprietary software enabling communication between each distinct service.
+
+Visit the following resources to learn more:
+
+- [@article@Types of Cloud Computing](https://www.redhat.com/en/topics/cloud-computing/public-cloud-vs-private-cloud-and-hybrid-cloud)
+- [@article@Selecting the right cloud for workloads](https://docs.aws.amazon.com/whitepapers/latest/public-sector-cloud-transformation/selecting-the-right-cloud-for-workloads-differences-between-public-private-and-hybrid.html)
diff --git a/src/data/roadmaps/aws/content/100-introduction/103-aws/100-global-infra.md b/src/data/roadmaps/aws/content/100-introduction/103-aws/100-global-infra.md
index f26351017..0061b08de 100644
--- a/src/data/roadmaps/aws/content/100-introduction/103-aws/100-global-infra.md
+++ b/src/data/roadmaps/aws/content/100-introduction/103-aws/100-global-infra.md
@@ -1,3 +1,8 @@
 # AWS Global Infrastructure
 
-AWS Global Infrastructure refers to the layout of AWS regions and availability zones around the world. A region is a geographical area, each consisting of two or more availability zones (AZs) which are engineered to be isolated from failures in other AZs. AZs provide inexpensive, low-latency network connectivity to other AZs in the same region. In addition to the regions and AZs, AWS also includes edge locations for content delivery and regional edge caches, enhancing user experience by reducing latency. AWS currently operates in many geographic regions around the world.
\ No newline at end of file
+AWS Global Infrastructure refers to the layout of AWS regions and availability zones around the world. A region is a geographical area, each consisting of two or more availability zones (AZs) which are engineered to be isolated from failures in other AZs. AZs provide inexpensive, low-latency network connectivity to other AZs in the same region. In addition to the regions and AZs, AWS also includes edge locations for content delivery and regional edge caches, enhancing user experience by reducing latency. AWS currently operates in many geographic regions around the world.
+
+Visit the following resources to learn more:
+
+- [@official@AWS Global Infrastructure](https://aws.amazon.com/about-aws/global-infrastructure/?p=ngi&loc=0)
+- [@official@AWS Regions / Availability Zones](https://docs.aws.amazon.com/AWSEC2/latest/UserGuide/using-regions-availability-zones.html)
diff --git a/src/data/roadmaps/backend/content/aws-neptune@5xy66yQrz1P1w7n6PcAFq.md b/src/data/roadmaps/backend/content/aws-neptune@5xy66yQrz1P1w7n6PcAFq.md
index 22fb8d842..f78093785 100644
--- a/src/data/roadmaps/backend/content/aws-neptune@5xy66yQrz1P1w7n6PcAFq.md
+++ b/src/data/roadmaps/backend/content/aws-neptune@5xy66yQrz1P1w7n6PcAFq.md
@@ -1 +1,11 @@
-# AWS Neptune
\ No newline at end of file
+# AWS Neptune
+
+AWS Neptune is a fully managed graph database service designed for applications that require highly connected data. 
+
+It supports two popular graph models: Property Graph and RDF (Resource Description Framework), allowing you to build applications that traverse billions of relationships with millisecond latency. 
+
+Neptune is optimized for storing and querying graph data, making it ideal for use cases like social networks, recommendation engines, fraud detection, and knowledge graphs. 
+
+It offers high availability, automatic backups, and multi-AZ (Availability Zone) replication, ensuring data durability and fault tolerance. 
+
+Additionally, Neptune integrates seamlessly with other AWS services and supports open standards like Gremlin, SPARQL, and Apache TinkerPop, making it flexible and easy to integrate into existing applications.
\ No newline at end of file
diff --git a/src/data/roadmaps/backend/content/dynamodb@dwfEHInbX2eFiafM-nRMX.md b/src/data/roadmaps/backend/content/dynamodb@dwfEHInbX2eFiafM-nRMX.md
index 627f65c6c..5bb1cc65a 100644
--- a/src/data/roadmaps/backend/content/dynamodb@dwfEHInbX2eFiafM-nRMX.md
+++ b/src/data/roadmaps/backend/content/dynamodb@dwfEHInbX2eFiafM-nRMX.md
@@ -1 +1,9 @@
-# DynamoDB
\ No newline at end of file
+# DynamoDB
+
+DynamoDB is a fully managed NoSQL database service provided by AWS, designed for high-performance applications that require low-latency data access at any scale. 
+
+It supports key-value and document data models, allowing developers to store and retrieve any amount of data with predictable performance. 
+
+DynamoDB is known for its seamless scalability, automatic data replication across multiple AWS regions, and built-in security features, making it ideal for use cases like real-time analytics, mobile apps, gaming, IoT, and more. 
+
+Key features include flexible schema design, powerful query capabilities, and integration with other AWS services.
\ No newline at end of file
diff --git a/src/data/roadmaps/backend/content/graphql@zp3bq38tMnutT2N0tktOW.md b/src/data/roadmaps/backend/content/graphql@zp3bq38tMnutT2N0tktOW.md
index b7cbb78bc..153d3e0d6 100644
--- a/src/data/roadmaps/backend/content/graphql@zp3bq38tMnutT2N0tktOW.md
+++ b/src/data/roadmaps/backend/content/graphql@zp3bq38tMnutT2N0tktOW.md
@@ -11,4 +11,5 @@ GraphQL is widely used in modern web and mobile applications, and it is supporte
 Visit the following resources to learn more:
 
 - [@official@GraphQL Official Website](https://graphql.org/)
+- [@video@Tutorial - GraphQL Explained in 100 Seconds](https://www.youtube.com/watch?v=eIQh02xuVw4)
 - [@feed@Explore top posts about GraphQL](https://app.daily.dev/tags/graphql?ref=roadmapsh)
diff --git a/src/data/roadmaps/backend/content/python@J_sVHsD72Yzyqb9KCIvAY.md b/src/data/roadmaps/backend/content/python@J_sVHsD72Yzyqb9KCIvAY.md
index 2885ee0ec..e1f682420 100644
--- a/src/data/roadmaps/backend/content/python@J_sVHsD72Yzyqb9KCIvAY.md
+++ b/src/data/roadmaps/backend/content/python@J_sVHsD72Yzyqb9KCIvAY.md
@@ -13,5 +13,4 @@ Visit the following resources to learn more:
 - [@article@Python Crash Course](https://ehmatthes.github.io/pcc/)
 - [@article@An Introduction to Python for Non-Programmers](https://thenewstack.io/an-introduction-to-python-for-non-programmers/)
 - [@article@Getting Started with Python and InfluxDB](https://thenewstack.io/getting-started-with-python-and-influxdb/)
-- [@video@Python for Beginners - Learn Python in 1 Hour](https://www.youtube.com/watch?v=kqtD5dpn9C8\&ab_channel=ProgrammingwithMosh)
 - [@feed@Explore top posts about Python](https://app.daily.dev/tags/python?ref=roadmapsh)
diff --git a/src/data/roadmaps/backend/content/rabbitmq@GPFRMcY1DEtRgnaZwJ3vW.md b/src/data/roadmaps/backend/content/rabbitmq@GPFRMcY1DEtRgnaZwJ3vW.md
index 161ff5e84..220e37cd8 100644
--- a/src/data/roadmaps/backend/content/rabbitmq@GPFRMcY1DEtRgnaZwJ3vW.md
+++ b/src/data/roadmaps/backend/content/rabbitmq@GPFRMcY1DEtRgnaZwJ3vW.md
@@ -6,4 +6,5 @@ Visit the following resources to learn more:
 
 - [@official@RabbitMQ Tutorials](https://www.rabbitmq.com/getstarted.html)
 - [@video@RabbitMQ Tutorial - Message Queues and Distributed Systems](https://www.youtube.com/watch?v=nFxjaVmFj5E)
+- [@video@RabbitMQ in 100 Seconds](https://m.youtube.com/watch?v=NQ3fZtyXji0)
 - [@feed@Explore top posts about RabbitMQ](https://app.daily.dev/tags/rabbitmq?ref=roadmapsh)
diff --git a/src/data/roadmaps/backend/content/timescale@WiAK70I0z-_bzbWNwiHUd.md b/src/data/roadmaps/backend/content/timescale@WiAK70I0z-_bzbWNwiHUd.md
index 40e824338..3a64d3d6d 100644
--- a/src/data/roadmaps/backend/content/timescale@WiAK70I0z-_bzbWNwiHUd.md
+++ b/src/data/roadmaps/backend/content/timescale@WiAK70I0z-_bzbWNwiHUd.md
@@ -1 +1,13 @@
-# TimeScale
\ No newline at end of file
+# TimeScale
+
+TimescaleDB is an open-source time-series database built on top of PostgreSQL, designed for efficiently storing and querying time-series data. 
+
+It introduces the concept of hypertables, which automatically partition data by time and space, making it ideal for high-volume data scenarios like monitoring, IoT, and financial analytics. 
+
+TimescaleDB combines the power of relational databases with the performance of a specialized time-series solution, offering advanced features like continuous aggregates, real-time analytics, and seamless integration with PostgreSQL's ecosystem.
+
+It's a robust choice for developers looking to manage time-series data in scalable and efficient ways.
+
+Visit the following resources to learn more:
+
+- [@video@Tutorial - TimeScaleDB Explained in 100 Seconds](https://www.youtube.com/watch?v=69Tzh_0lHJ8)
\ No newline at end of file
diff --git a/src/data/roadmaps/blockchain/blockchain.json b/src/data/roadmaps/blockchain/blockchain.json
index e21cc2323..36227e134 100644
--- a/src/data/roadmaps/blockchain/blockchain.json
+++ b/src/data/roadmaps/blockchain/blockchain.json
@@ -1504,7 +1504,7 @@
       },
       "selected": false,
       "data": {
-        "label": "Ehereum",
+        "label": "Ethereum",
         "style": {
           "fontSize": 17,
           "justifyContent": "flex-start",
diff --git a/src/data/roadmaps/blockchain/content/ehereum@JLXIbP-y8C2YktIk3R12m.md b/src/data/roadmaps/blockchain/content/ethereum@JLXIbP-y8C2YktIk3R12m.md
similarity index 96%
rename from src/data/roadmaps/blockchain/content/ehereum@JLXIbP-y8C2YktIk3R12m.md
rename to src/data/roadmaps/blockchain/content/ethereum@JLXIbP-y8C2YktIk3R12m.md
index a99fc6f8b..b212ab4b6 100644
--- a/src/data/roadmaps/blockchain/content/ehereum@JLXIbP-y8C2YktIk3R12m.md
+++ b/src/data/roadmaps/blockchain/content/ethereum@JLXIbP-y8C2YktIk3R12m.md
@@ -9,4 +9,4 @@ Visit the following resources to learn more:
 - [@official@Ethereum whitepaper](https://ethereum.org/en/whitepaper/)
 - [@official@Intro to Ethereum](https://ethereum.org/en/developers/docs/intro-to-ethereum/)
 - [@article@A gentle introduction to Ethereum](https://bitsonblocks.net/2016/10/02/gentle-introduction-ethereum/)
-- [@feed@Explore top posts about Ethereum](https://app.daily.dev/tags/ethereum?ref=roadmapsh)
\ No newline at end of file
+- [@feed@Explore top posts about Ethereum](https://app.daily.dev/tags/ethereum?ref=roadmapsh)
diff --git a/src/data/roadmaps/cyber-security/content/brute-force-vs-password-spray@Q0i-plPQkb_NIvOQBVaDd.md b/src/data/roadmaps/cyber-security/content/brute-force-vs-password-spray@Q0i-plPQkb_NIvOQBVaDd.md
index e69de29bb..13b5281c5 100644
--- a/src/data/roadmaps/cyber-security/content/brute-force-vs-password-spray@Q0i-plPQkb_NIvOQBVaDd.md
+++ b/src/data/roadmaps/cyber-security/content/brute-force-vs-password-spray@Q0i-plPQkb_NIvOQBVaDd.md
@@ -0,0 +1,13 @@
+# Brute Force vs Password Spray
+
+## What is Brute Force?
+
+Brute Force is a method of password cracking where an attacker systematically tries all possible combinations of characters until the correct password is found. This method is highly resource-intensive, as it involves attempting numerous password variations in a relatively short period of time.
+
+## What is Password Spray?
+
+Password Spray is a more targeted and stealthy method of password cracking where an attacker tries a small number of common passwords across many different accounts. Instead of bombarding a single account with numerous password attempts (as in brute force), password spraying involves using one or a few passwords against multiple accounts.
+
+Visit the following resources to learn more:
+
+- [@article@Brute force vs. Password Spray attack](https://www.inspark.nl/brute-force-vs-password-spray-attack-in-azure-sentinel/)
diff --git a/src/data/roadmaps/cyber-security/content/dns-poisoning@urtsyYWViEzbqYLoNfQAh.md b/src/data/roadmaps/cyber-security/content/dns-poisoning@urtsyYWViEzbqYLoNfQAh.md
index e69de29bb..11996189a 100644
--- a/src/data/roadmaps/cyber-security/content/dns-poisoning@urtsyYWViEzbqYLoNfQAh.md
+++ b/src/data/roadmaps/cyber-security/content/dns-poisoning@urtsyYWViEzbqYLoNfQAh.md
@@ -0,0 +1,11 @@
+# DNS(Domain Name System) Poisoning/DNS Spoofing/DNS Cache Poisoning
+
+DNS spoofing or DNS cache poisoning, occurs when fake information is inserted into a DNS server’s cache.This causes DNS queries to return incorrect IP addresses, directing users to the wrong websites. Hackers exploit this to reroute traffic to malicious sites. The issue persists until the cached information is corrected.When the cache is poisoned, it misdirects traffic until the incorrect information is fixed. This technique exploits vulnerabilities in the DNS system and can spread to other servers, causing widespread issues.
+
+Visit the following resources to learn more:
+
+- [@article@What is DNS cache poisoning? | DNS spoofing](https://www.cloudflare.com/learning/dns/dns-cache-poisoning/)
+
+- [@article@What Is DNS Poisoning?](https://www.fortinet.com/resources/cyberglossary/dns-poisoning)
+- [@article@DNS Spoofing or DNS Cache poisoning](https://www.geeksforgeeks.org/dns-spoofing-or-dns-cache-poisoning/)
+- [@article@DNS Poisoning (DNS Spoofing): Definition, Technique & Defense](https://www.okta.com/identity-101/dns-poisoning/)
diff --git a/src/data/roadmaps/cyber-security/content/drive-by-attack@cO70zHvHgBAH29khF-hBW.md b/src/data/roadmaps/cyber-security/content/drive-by-attack@cO70zHvHgBAH29khF-hBW.md
index 41f549379..10585a349 100644
--- a/src/data/roadmaps/cyber-security/content/drive-by-attack@cO70zHvHgBAH29khF-hBW.md
+++ b/src/data/roadmaps/cyber-security/content/drive-by-attack@cO70zHvHgBAH29khF-hBW.md
@@ -4,4 +4,4 @@ Drive-by Attack is a type of cyberattack where malicious code is automatically d
 
 Visit the following resources to learn more:
 
-- [@aticle@What is a Drive-By Attack?](https://www.ericom.com/glossary/what-is-a-drive-by-attack/)
+- [@article@What is a Drive-By Attack?](https://www.ericom.com/glossary/what-is-a-drive-by-attack/)
diff --git a/src/data/roadmaps/cyber-security/content/evil-twin@O1fY2n40yjZtJUEeoItKr.md b/src/data/roadmaps/cyber-security/content/evil-twin@O1fY2n40yjZtJUEeoItKr.md
index e69de29bb..61de1ad1f 100644
--- a/src/data/roadmaps/cyber-security/content/evil-twin@O1fY2n40yjZtJUEeoItKr.md
+++ b/src/data/roadmaps/cyber-security/content/evil-twin@O1fY2n40yjZtJUEeoItKr.md
@@ -0,0 +1,21 @@
+# What is Evil Twin attack
+
+An Evil Twin is a type of wireless network attack where an attacker sets up a rogue Wi-Fi access point that mimics a legitimate Wi-Fi network. The rogue access point has the same SSID (network name) as the legitimate network, making it difficult for users to distinguish between the two. The attacker's goal is to trick users into connecting to the rogue access point, allowing them to intercept sensitive information, inject malware, or launch other types of attacks.
+
+## Types of Evil Twin Attacks
+
+- **Captive Portal Attack:**  The most common evil twin attack scenario is an attack using Captive Portals, this is a common scenario where an attacker creates a fake captive portal that mimics the legitimate network's login page.
+The goal is to trick users into entering their credentials, which the attacker can then use to gain access to the network.
+- **Man-in-the-Middle (MitM) Attack:**  In this scenario, the attacker intercepts communication between the user's device and the legitimate network. The attacker can then inject malware, steal sensitive information, or modify data in real-time.
+- **SSL Stripping Attack:** The attacker downgrades the user's connection from HTTPS to HTTP, allowing them to intercept sensitive information, such as login credentials or credit card numbers.
+- **Malware Injection:** The attacker injects malware into the user's device, which can then spread to other devices on the network.
+
+## How Evil Twin Attacks are Carried Out
+
+- **Rogue Access Point:** The attacker sets up a rogue access point with the same SSID as the legitimate network. This can be done using a laptop, a portable Wi-Fi router, or even a compromised device on the network.
+- **Wi-Fi Scanning:** The attacker uses specialized software to scan for nearby Wi-Fi networks and identify potential targets.
+- **Network Sniffing:** The attacker uses network sniffing tools to capture and analyze network traffic, allowing them to identify vulnerabilities and intercept sensitive information.
+
+Visit the following resources to learn more:
+
+- [@website@Common tool - airgeddon](https://www.kali.org/tools/airgeddon/)
diff --git a/src/data/roadmaps/cyber-security/content/shoulder-surfing@FD0bkmxNpPXiUB_NevEUf.md b/src/data/roadmaps/cyber-security/content/shoulder-surfing@FD0bkmxNpPXiUB_NevEUf.md
index e69de29bb..e7d05a6f3 100644
--- a/src/data/roadmaps/cyber-security/content/shoulder-surfing@FD0bkmxNpPXiUB_NevEUf.md
+++ b/src/data/roadmaps/cyber-security/content/shoulder-surfing@FD0bkmxNpPXiUB_NevEUf.md
@@ -0,0 +1,11 @@
+# Shoulder Surfing
+
+In a Shoulder Surfing Attack, an attacker tries to get information when you are unaware of where the attacker looks over your shoulder or from your back to see what you're doing on your device and obtain sensitive information. Shoulder Surfing attacks are accomplished by observing the content "over the victim's shoulder". It is a social engineering attack where the attackers physically view the device screen and keypad to obtain personal information. This attack is mostly done when you are in a public place or crowded area. Sometimes attackers attack when you are busy on your device and the attacker could be your friend, someone you know or it may be some stranger.
+
+Visit the following resources to learn more:
+
+- [@article@What is Shoulder Surfing](https://www.geeksforgeeks.org/what-is-shoulder-surfing-in-cyber-security/)
+- [@article@What is shoulder surfing, and how can you avoid it?](https://nordvpn.com/blog/shoulder-surfing/?srsltid=AfmBOorl5NPpW_Tnhas9gB2HiblorqwXyK0NJae7uaketrnDwbjJmiYV)
+- [@article@What is Shoulder Surfing?](https://www.mcafee.com/learn/what-is-shoulder-surfing/)
+- [@article@What is Shoulder Surfing? 9 ways to protect yourself](https://www.bigrock.in/blog/products/security/what-is-shoulder-surfing-9-ways-to-protect-yourself-from-shoulder-surfing/)
+
diff --git a/src/data/roadmaps/cyber-security/content/social-engineering@O1VceThdxRlgQ6DcGyY7Y.md b/src/data/roadmaps/cyber-security/content/social-engineering@O1VceThdxRlgQ6DcGyY7Y.md
index e69de29bb..c4e450081 100644
--- a/src/data/roadmaps/cyber-security/content/social-engineering@O1VceThdxRlgQ6DcGyY7Y.md
+++ b/src/data/roadmaps/cyber-security/content/social-engineering@O1VceThdxRlgQ6DcGyY7Y.md
@@ -0,0 +1,7 @@
+# Social Engineering
+
+Social Engineering is a manipulation technique that exploits human psychology to gain access to confidential information, systems, or physical locations. Unlike traditional hacking methods that rely on technical skills, social engineering primarily focuses on deceiving or tricking individuals into revealing sensitive information or performing actions that compromise security.
+
+Visit the following resources to learn more:
+
+- [@article@What Is Social Engineering?](https://www.cisco.com/c/en/us/products/security/what-is-social-engineering.html)
diff --git a/src/data/roadmaps/cyber-security/content/sql-injection@P-Am25WJV8cFd_KsX7cdj.md b/src/data/roadmaps/cyber-security/content/sql-injection@P-Am25WJV8cFd_KsX7cdj.md
index e69de29bb..fa196f2e0 100644
--- a/src/data/roadmaps/cyber-security/content/sql-injection@P-Am25WJV8cFd_KsX7cdj.md
+++ b/src/data/roadmaps/cyber-security/content/sql-injection@P-Am25WJV8cFd_KsX7cdj.md
@@ -0,0 +1,7 @@
+# What is SQL Injection?
+
+**SQL Injection** is a type of web application security vulnerability that allows an attacker to inject malicious SQL code into a web application's database, potentially leading to unauthorized data access, modification, or deletion.
+
+Visit the following resources to learn more:
+
+- [@article@PortSwigger - SQL Injection](https://portswigger.net/web-security/sql-injection)
diff --git a/src/data/roadmaps/cyber-security/content/typo-squatting@0LeDwj_tMaXjQBBOUJ5CL.md b/src/data/roadmaps/cyber-security/content/typo-squatting@0LeDwj_tMaXjQBBOUJ5CL.md
index e69de29bb..8c33d5812 100644
--- a/src/data/roadmaps/cyber-security/content/typo-squatting@0LeDwj_tMaXjQBBOUJ5CL.md
+++ b/src/data/roadmaps/cyber-security/content/typo-squatting@0LeDwj_tMaXjQBBOUJ5CL.md
@@ -0,0 +1,7 @@
+# Typosquatting
+
+Typosquatting is a form of cyberattack that exploits common typing errors made by users when entering website URLs into their browsers. Attackers create malicious websites with URLs that are very similar to legitimate ones, often differing by just a single letter, number, or symbol. When a user accidentally mistypes a URL, they may be redirected to the malicious site, where they can be subjected to phishing attacks, malware downloads, or other forms of cyber exploitation.
+
+Visit the following resources to learn more:
+
+- [@article@What is Typosquatting](https://www.mcafee.com/learn/what-is-typosquatting/#:~:text=Typosquatting%2C%20also%20known%20as%20URL,%E2%80%9CGoogle.com%E2%80%9D)
diff --git a/src/data/roadmaps/cyber-security/cyber-security.json b/src/data/roadmaps/cyber-security/cyber-security.json
index 6278b9994..496b8b742 100644
--- a/src/data/roadmaps/cyber-security/cyber-security.json
+++ b/src/data/roadmaps/cyber-security/cyber-security.json
@@ -1749,7 +1749,7 @@
       "focusable": true
     },
     {
-      "id": "BqvijNoRzSGYLCMP-6hhr",
+      "id": "AAo7DXB7hyBzO6p05gx1i",
       "type": "subtopic",
       "position": {
         "x": -390.0291449445003,
@@ -1757,7 +1757,7 @@
       },
       "selected": false,
       "data": {
-        "label": "CISSP",
+        "label": "CEH",
         "style": {
           "fontSize": 17,
           "justifyContent": "flex-start",
@@ -2045,7 +2045,7 @@
       "selectable": true
     },
     {
-      "id": "AAo7DXB7hyBzO6p05gx1i",
+      "id": "BqvijNoRzSGYLCMP-6hhr",
       "type": "subtopic",
       "position": {
         "x": -389.24003999212795,
@@ -2053,7 +2053,7 @@
       },
       "selected": false,
       "data": {
-        "label": "CEH",
+        "label": "CISSP",
         "style": {
           "fontSize": 17,
           "justifyContent": "flex-start",
@@ -12001,4 +12001,4 @@
       "focusable": true
     }
   ]
-}
\ No newline at end of file
+}
diff --git a/src/data/roadmaps/datastructures-and-algorithms/content/100-language/105-python.md b/src/data/roadmaps/datastructures-and-algorithms/content/100-language/105-python.md
index 2885ee0ec..e1f682420 100644
--- a/src/data/roadmaps/datastructures-and-algorithms/content/100-language/105-python.md
+++ b/src/data/roadmaps/datastructures-and-algorithms/content/100-language/105-python.md
@@ -13,5 +13,4 @@ Visit the following resources to learn more:
 - [@article@Python Crash Course](https://ehmatthes.github.io/pcc/)
 - [@article@An Introduction to Python for Non-Programmers](https://thenewstack.io/an-introduction-to-python-for-non-programmers/)
 - [@article@Getting Started with Python and InfluxDB](https://thenewstack.io/getting-started-with-python-and-influxdb/)
-- [@video@Python for Beginners - Learn Python in 1 Hour](https://www.youtube.com/watch?v=kqtD5dpn9C8\&ab_channel=ProgrammingwithMosh)
 - [@feed@Explore top posts about Python](https://app.daily.dev/tags/python?ref=roadmapsh)
diff --git a/src/data/roadmaps/datastructures-and-algorithms/content/101-programming-fundamentals/101-control-structures.md b/src/data/roadmaps/datastructures-and-algorithms/content/101-programming-fundamentals/101-control-structures.md
index 8d6802589..0cd062a42 100644
--- a/src/data/roadmaps/datastructures-and-algorithms/content/101-programming-fundamentals/101-control-structures.md
+++ b/src/data/roadmaps/datastructures-and-algorithms/content/101-programming-fundamentals/101-control-structures.md
@@ -1,3 +1,6 @@
 # Control Structures
 
-Control structures are fundamental elements in most programming languages that facilitate the flow of control through a program. There are three main types of control structures: Sequential, Selection and Iteration. Sequential control structures are the default mode where instructions happen one after another. Selection control structures (often called "conditional" or "decision" structures) allow one set of instructions to be executed if a condition is true and another if it's false. These typically include `if...else` statements. Iteration control structures (also known as "loops") allow a block of code to be repeated multiple times. Common loop structures include `for`, `while`, and `do...while` loops. All these control structures play a vital role in shaping the program logic.
\ No newline at end of file
+Control structures are fundamental elements in most programming languages that facilitate the flow of control through a program. There are three main types of control structures: Sequential, Selection and Iteration.
+- **Sequential** control structures are the default mode where instructions happen one after another.
+- **Selection** control structures (often called "conditional" or "decision" structures) allow one set of instructions to be executed if a condition is true and another if it's false. These typically include `if...else` statements.
+- **Iteration** control structures (also known as _loops_) allow a block of code to be repeated multiple times. Common loop structures include `for`, `while`, and `do...while` loops. All these control structures play a vital role in shaping the program logic.
diff --git a/src/data/roadmaps/datastructures-and-algorithms/content/101-programming-fundamentals/102-functions.md b/src/data/roadmaps/datastructures-and-algorithms/content/101-programming-fundamentals/102-functions.md
index 2810e74b4..0f0e4d9ce 100644
--- a/src/data/roadmaps/datastructures-and-algorithms/content/101-programming-fundamentals/102-functions.md
+++ b/src/data/roadmaps/datastructures-and-algorithms/content/101-programming-fundamentals/102-functions.md
@@ -1,3 +1,7 @@
 # Functions
 
-Functions in programming are named sections of a program that perform a specific task. They allow us to write a piece of code once and reuse it in different places throughout the program, making our code more modular and easier to maintain. Functions often take in input, do something with it, and return output. Functions can be categorized into four main types: built-in functions (like `print()`, provided by the programming language), user-defined functions (written by the user for a specific use case), anonymous functions (also known as lambda functions, which are not declared using the standard `def` keyword), and higher-order functions (functions that take other functions as arguments or return a function).
\ No newline at end of file
+Functions in programming are named sections of a program that perform a specific task. They allow us to write a piece of code once and reuse it in different places throughout the program, making our code more modular and easier to maintain. Functions often take in input, do something with it, and return output. Functions can be categorized into four main types:
+- **Built-in** functions: provided by the programming language, like `print()` in Python.
+- **User-defined** functions: written by the user for a specific use case.
+- **Anonymous** functions: also known as lambda functions, which are not declared using the standard keyword (`def` in Python, for example).
+- **Higher-order** functions: functions that take other functions as arguments or return a function.
diff --git a/src/data/roadmaps/datastructures-and-algorithms/content/106-search-algorithms/index.md b/src/data/roadmaps/datastructures-and-algorithms/content/106-search-algorithms/index.md
index ec872d22a..9132aa48f 100644
--- a/src/data/roadmaps/datastructures-and-algorithms/content/106-search-algorithms/index.md
+++ b/src/data/roadmaps/datastructures-and-algorithms/content/106-search-algorithms/index.md
@@ -1,3 +1,3 @@
 # Search Algorithms
 
-Search algorithms are techniques used for finding a specific item or group of items among a collection of data. They operate by checking each element in the dataset in order to locate the target selection. The primary types of search algorithms are linear search, binary search, depth-first search, and breadth-first search. Linear search scans each element in sequence, while binary search operates by splitting the dataset in half repeatedly until finding the desired element. Depth-first and breadth-first searches are both used with more intricate data structures like trees and graphs. The former explores the depth of a branch before the breadth, while the latter explores all neighboring nodes before proceeding to the nodes at the next level depth.
\ No newline at end of file
+Search algorithms are techniques used for finding a specific item or group of items among a collection of data. The primary types of search algorithms are linear search, binary search, depth-first search, and breadth-first search. Linear and binary search are explained in this section. The other two types in a next section of this roadmap.
diff --git a/src/data/roadmaps/devops/content/bash@syBIAL1mHbJLnTBoSxXI7.md b/src/data/roadmaps/devops/content/bash@syBIAL1mHbJLnTBoSxXI7.md
index c440361fa..1bed30145 100644
--- a/src/data/roadmaps/devops/content/bash@syBIAL1mHbJLnTBoSxXI7.md
+++ b/src/data/roadmaps/devops/content/bash@syBIAL1mHbJLnTBoSxXI7.md
@@ -1,4 +1,5 @@
 # Bash scripting
 
 - [@article@Interactive Shell Scripting Tutorial](https://www.learnshell.org/en/Welcome)
-- [@feed@Explore top posts about Bash](https://app.daily.dev/tags/bash?ref=roadmapsh)
\ No newline at end of file
+- [@article@Bash Scripting Tutorial](https://www.javatpoint.com/bash)
+- [@feed@Explore top posts about Bash](https://app.daily.dev/tags/bash?ref=roadmapsh)
diff --git a/src/data/roadmaps/devops/devops.md b/src/data/roadmaps/devops/devops.md
index 5b8396f1a..a1849ac41 100644
--- a/src/data/roadmaps/devops/devops.md
+++ b/src/data/roadmaps/devops/devops.md
@@ -18,7 +18,7 @@ question:
     DevOps is not a specific job title or role, but rather a set of practices and principles that can be applied across a variety of roles in software development and IT operations. Anyone involved in the software development and delivery process can adopt a DevOps mindset and apply DevOps practices in their work, including developers, testers, operations engineers, product managers, and others.
     
     ## What is a DevOps Engineer?
-    While DevOps is not a specific job title or role, organizations often hire for a "DevOps Engineer" role. A DevOps Engineer is a software engineer who specializes in the practices and tools that enable the continuous delivery of software. DevOps Engineers are responsible for the design and implementation of applications, software, and services for their organization, and they work closely with developers, testers, and operations staff to oversee the code releases.
+    While DevOps is not a specific job title or role, organizations often hire for a "DevOps Engineer" role. A [DevOps Engineer](https://roadmap.sh/devops/devops-engineer) is a software engineer who specializes in the practices and tools that enable the continuous delivery of software. DevOps Engineers are responsible for the design and implementation of applications, software, and services for their organization, and they work closely with developers, testers, and operations staff to oversee the code releases.
 dimensions:
   width: 968
   height: 2850
diff --git a/src/data/roadmaps/devops/faqs.astro b/src/data/roadmaps/devops/faqs.astro
index 41f65d855..78f49f2c6 100644
--- a/src/data/roadmaps/devops/faqs.astro
+++ b/src/data/roadmaps/devops/faqs.astro
@@ -20,7 +20,7 @@ export const faqs: FAQType[] = [
   {
     question: 'How to become a DevOps Engineer?',
     answer: [
-      'To [become a DevOps Engineer](https://roadmap.sh/devops/how-to-become-devops-engineer), you need to have technical skills in areas such as development, automation, containerization, cloud, CI/CD pipelines etc. Some sample tools and technologies to learn may include any programming language, AWS, Ansible, Terraform, Docker, Kubernetes, Jenkins, Git, and monitoring and logging tools. Gain experience by working on DevOps projects, develop a DevOps mindset, get certified, and apply for DevOps Engineer positions by highlighting your skills and experience in your resume.',
+      'To [become a DevOps Engineer](https://roadmap.sh/devops/how-to-become-devops-engineer), you need to have technical skills in areas such as development, automation, containerization, cloud, CI/CD pipelines etc. Some sample tools and technologies to learn may include any programming language, AWS, Ansible, Terraform, Docker, Kubernetes, Jenkins, Git, and monitoring and logging tools. Gain experience by working on DevOps projects, develop a DevOps mindset, get certified, and apply for DevOps Engineer positions by highlighting your skills and experience in your resume. Start your [career path in DevOps engineering](https://roadmap.sh/devops/career-path) by working on some [DevOps projects](https://roadmap.sh/devops/projects).',
     ],
   },
   {
@@ -29,5 +29,11 @@ export const faqs: FAQType[] = [
       'The difference between [DevOps Engineer vs SRE](https://roadmap.sh/devops/devops-vs-sre) lies in focus: DevOps Engineers improve software delivery and infrastructure automation, bridging development and operations, while Site Reliability Engineers (SREs) ensure system reliability and performance, applying software engineering to operations. DevOps emphasizes CI/CD and collaboration, whereas SREs prioritize monitoring, incident response, and scalability.',
     ],
   },
+  {
+    question: 'How do I prepare for a DevOps interview?',
+    answer: [
+      'A great way to prepare for a DevOps interview is by building [DevOps projects](https://roadmap.sh/devops/projects) to validate your skills as well as reviewing common [devops interview questions](https://roadmap.sh/questions/devops) to ensure you capture any gaps in your understanding.'
+    ],
+  }
 ];
 ---
diff --git a/src/data/roadmaps/flutter/content/110-advanced-dart/107-streams.md b/src/data/roadmaps/flutter/content/110-advanced-dart/107-streams.md
index e85a1a510..c20fea7fa 100644
--- a/src/data/roadmaps/flutter/content/110-advanced-dart/107-streams.md
+++ b/src/data/roadmaps/flutter/content/110-advanced-dart/107-streams.md
@@ -6,3 +6,4 @@ Learn more from the following resources:
 
 - [@article@Creating streams in Dart](https://dart.dev/articles/libraries/creating-streams)
 - [@article@Understanding Streams in Dart and Flutter](https://medium.com/stackademic/understanding-streams-in-dart-and-flutter-0d153b559760)
+- [@article@How to Use and Create Streams from Scratch in Dart and Flutter – a Beginner's Guide](https://www.freecodecamp.org/news/how-to-use-and-create-streams-in-dart-and-flutter/)
diff --git a/src/data/roadmaps/frontend/content/making-layouts@dXeYVMXv-3MRQ1ovOUuJW.md b/src/data/roadmaps/frontend/content/making-layouts@dXeYVMXv-3MRQ1ovOUuJW.md
index 915bb99fd..dcbfc6b4b 100644
--- a/src/data/roadmaps/frontend/content/making-layouts@dXeYVMXv-3MRQ1ovOUuJW.md
+++ b/src/data/roadmaps/frontend/content/making-layouts@dXeYVMXv-3MRQ1ovOUuJW.md
@@ -12,5 +12,5 @@ Visit the following resources to learn more:
 - [@article@A Complete Guide to Flexbox](https://css-tricks.com/snippets/css/a-guide-to-flexbox)
 - [@article@A Complete Guide to Grid](https://css-tricks.com/snippets/css/complete-guide-grid)
 - [@article@Learn CSS Grid - Course](https://cssgrid.io/)
-- [@course@Learn CSS Grid for free](https://scrimba.com/learn/cssgrid)
+- [@course@Learn CSS Grid for free](https://scrimba.com/learn/cssgrid?via=roadmap)
 - [@article@Get on the Grid at Last with the CSS Grid Layout Module](https://thenewstack.io/get-grid-last-css-grid-template-markup/)
diff --git a/src/data/roadmaps/frontend/content/react-native@dsTegXTyupjS8iU6I7Xiv.md b/src/data/roadmaps/frontend/content/react-native@dsTegXTyupjS8iU6I7Xiv.md
index 34f278a94..249b54b3a 100644
--- a/src/data/roadmaps/frontend/content/react-native@dsTegXTyupjS8iU6I7Xiv.md
+++ b/src/data/roadmaps/frontend/content/react-native@dsTegXTyupjS8iU6I7Xiv.md
@@ -6,5 +6,4 @@ Visit the following resources to learn more:
 
 - [@official@Official Website](https://reactnative.dev/)
 - [@official@Official Getting Started to React Native](https://reactnative.dev/docs/getting-started)
-- [@video@Build a React Native App by Mosh](https://www.youtube.com/watch?v=0-S5a0eXPoc)
 - [@feed@Explore top posts about React](https://app.daily.dev/tags/react?ref=roadmapsh)
diff --git a/src/data/roadmaps/frontend/content/typescript@0asdhvwBH3gn-ercktV7A.md b/src/data/roadmaps/frontend/content/typescript@0asdhvwBH3gn-ercktV7A.md
index 814bf5e85..eb44bd431 100644
--- a/src/data/roadmaps/frontend/content/typescript@0asdhvwBH3gn-ercktV7A.md
+++ b/src/data/roadmaps/frontend/content/typescript@0asdhvwBH3gn-ercktV7A.md
@@ -8,7 +8,7 @@ Visit the following resources to learn more:
 - [@article@Official Docs for Deep Dives](https://www.typescriptlang.org/docs/)
 - [@article@The TypeScript Handbook](https://www.typescriptlang.org/docs/handbook/intro.html)
 - [@article@TypeScript Tutorial](https://www.tutorialspoint.com/typescript/index.htm)
-- [@course@Scrimba — TypeScript Basics](https://scrimba.com/learn/typescript)
+- [@course@Scrimba — TypeScript Basics](https://scrimba.com/learn/typescript?via=roadmap)
 - [@video@TypeScript for Beginners](https://www.youtube.com/watch?v=BwuLxPH8IDs)
 - [@article@What Is TypeScript?](https://thenewstack.io/what-is-typescript/)
 - [@article@TypeScript Tutorial: Go beyond ‘Hello, World!’](https://thenewstack.io/typescript-tutorial-go-beyond-hello-world/)
diff --git a/src/data/roadmaps/frontend/courses.json b/src/data/roadmaps/frontend/courses.json
new file mode 100644
index 000000000..062e0cb54
--- /dev/null
+++ b/src/data/roadmaps/frontend/courses.json
@@ -0,0 +1,16 @@
+[
+  {
+    "id": "1",
+    "title": "HTML in 50 days",
+    "description": "Learn HTML in 50 days",
+    "url": "https://www.youtube.com/watch?v=xR33433-EE",
+    "topicIds": ["348318888", "234837387834"]
+  },
+  {
+    "id": "2",
+    "title": "CSS in 50 days",
+    "description": "Learn HTML in 50 days",
+    "url": "https://www.youtube.com/watch?v=xR33433-EE",
+    "topicIds": ["348318888", "234837387834"]
+  }
+]
diff --git a/src/data/roadmaps/full-stack/content/checkpoint--infrastructure@YVMyHFSCVF-GgXydq-SFJ.md b/src/data/roadmaps/full-stack/content/checkpoint--infrastructure@YVMyHFSCVF-GgXydq-SFJ.md
index c1e1fb318..43ddf9fbf 100644
--- a/src/data/roadmaps/full-stack/content/checkpoint--infrastructure@YVMyHFSCVF-GgXydq-SFJ.md
+++ b/src/data/roadmaps/full-stack/content/checkpoint--infrastructure@YVMyHFSCVF-GgXydq-SFJ.md
@@ -11,4 +11,4 @@ And that is it! You have successfully completed the roadmap and are now a full-s
 
 ## What's next?
 
-Go ahead and build something cool! Share your learnings with the community and help others learn as well. If you have any questions, feel free to join our [discord server](https://discord.gg/ZrSpJ8zH) and ask away!
+Go ahead and build something cool! Share your learnings with the community and help others learn as well. If you have any questions, feel free to join our [discord server](https://roadmap.sh/discord) and ask away!
diff --git a/src/data/roadmaps/game-developer/content/assembly@AaRZiItRcn8fYb5R62vfT.md b/src/data/roadmaps/game-developer/content/assembly@AaRZiItRcn8fYb5R62vfT.md
index 7c13f7383..226b2d9c5 100644
--- a/src/data/roadmaps/game-developer/content/assembly@AaRZiItRcn8fYb5R62vfT.md
+++ b/src/data/roadmaps/game-developer/content/assembly@AaRZiItRcn8fYb5R62vfT.md
@@ -1,3 +1,5 @@
 # Assembly
 
-**Assembly** is a low-level programming language, often used for direct hardware manipulation, real-time systems, and to write performance-critical code. It provides a strong correspondence between its instructions and the architecture's machine-code instructions, since it directly represents the specific commands of the computer's CPU structure. However, it's closer to machine language (binary code) than to human language, which makes it difficult to read and understand. The syntax varies greatly, which depends upon the CPU architecture for which it's designed, thus Assembly language written for one type of processor can't be used on another. Despite its complexity, time-intensive coding process and machine-specific nature, Assembly language is still utilized for speed optimization and hardware manipulation where high-level languages may not be sufficient.
\ No newline at end of file
+**Assembly** is a low-level programming language, often used for direct hardware manipulation, real-time systems, and to write performance-critical code. It provides a strong correspondence between its instructions and the architecture's machine-code instructions, since it directly represents the specific commands of the computer's CPU structure. However, it's closer to machine language (binary code) than to human language, which makes it difficult to read and understand. The syntax varies greatly, which depends upon the CPU architecture for which it's designed, thus Assembly language written for one type of processor can't be used on another. Despite its complexity, time-intensive coding process and machine-specific nature, Assembly language is still utilized for speed optimization and hardware manipulation where high-level languages may not be sufficient.
+
+- [@video@Code walkthrough of a game written in x64 assembly](https://www.youtube.com/watch?v=WUoqlp30M78)
\ No newline at end of file
diff --git a/src/data/roadmaps/game-developer/content/behavior-tree@ztoW8fBY73Es624A_tjd7.md b/src/data/roadmaps/game-developer/content/behavior-tree@ztoW8fBY73Es624A_tjd7.md
index f436f6de8..856e11032 100644
--- a/src/data/roadmaps/game-developer/content/behavior-tree@ztoW8fBY73Es624A_tjd7.md
+++ b/src/data/roadmaps/game-developer/content/behavior-tree@ztoW8fBY73Es624A_tjd7.md
@@ -1,3 +1,7 @@
 # Behavior Tree
 
-The **Behavior Tree** is a decision-making system used in game development, primarily for AI character behavior. These trees help define the actions an AI character will take, based on predefined tasks and conditions. The tree structure starts from a single root, branching out to nodes that represent these decisions or tasks. The tasks can be simple, such as moving from one point to another, or can be complex decisions like whether to attack or retreat. This kind of structure is advantageous because it is easy to add, remove, or modify tasks without breaking the tree or affecting other tasks. This makes it highly flexible and easy to manage, irrespective of the complexity of the tasks.
\ No newline at end of file
+The **Behavior Tree** is a decision-making system used in game development, primarily for AI character behavior. These trees help define the actions an AI character will take, based on predefined tasks and conditions. The tree structure starts from a single root, branching out to nodes that represent these decisions or tasks. The tasks can be simple, such as moving from one point to another, or can be complex decisions like whether to attack or retreat. This kind of structure is advantageous because it is easy to add, remove, or modify tasks without breaking the tree or affecting other tasks. This makes it highly flexible and easy to manage, irrespective of the complexity of the tasks.
+
+Visit the following resources to learn more:
+
+- [@video@Unreal Engine 5 Tutorial - AI Part 2: Behavior Tree](https://www.youtube.com/watch?v=hbHqv9ov8IM&list=PL4G2bSPE_8uklDwraUCMKHRk2ZiW29R6e&index=3&t=16s)
\ No newline at end of file
diff --git a/src/data/roadmaps/game-developer/content/color@WK6fLWJq9Vh2ySVrSqd-U.md b/src/data/roadmaps/game-developer/content/color@WK6fLWJq9Vh2ySVrSqd-U.md
index 0e9c61c0d..330a8a390 100644
--- a/src/data/roadmaps/game-developer/content/color@WK6fLWJq9Vh2ySVrSqd-U.md
+++ b/src/data/roadmaps/game-developer/content/color@WK6fLWJq9Vh2ySVrSqd-U.md
@@ -1,3 +1,7 @@
 # Color
 
-In the realm of computer graphics, color plays an integral role. It can be defined in various color models such as RGB (Red, Green, Blue), CYMK (Cyan, Yellow, Magenta, Black), and others. RGB is a color model that combines the primary colors (red, green, blue) in different amounts to produce a spectrum of colors. This model is often used in digital displays. In contrast, CMYK is a color model used in color printing. It uses cyan, magyenta, yellow, and black as the primary colors. HSL (Hue, Saturation, Lightness) and HSV (Hue, Saturation, Value) are other useful models that represent colors based on human perceptions. Another important element of color in computer graphics is the color depth, also known as bit depth, which determines the number of colors that can be displayed at once.
\ No newline at end of file
+In the realm of computer graphics, color plays an integral role. It can be defined in various color models such as RGB (Red, Green, Blue), CYMK (Cyan, Yellow, Magenta, Black), and others. RGB is a color model that combines the primary colors (red, green, blue) in different amounts to produce a spectrum of colors. This model is often used in digital displays. In contrast, CMYK is a color model used in color printing. It uses cyan, magyenta, yellow, and black as the primary colors. HSL (Hue, Saturation, Lightness) and HSV (Hue, Saturation, Value) are other useful models that represent colors based on human perceptions. Another important element of color in computer graphics is the color depth, also known as bit depth, which determines the number of colors that can be displayed at once.
+
+Learn more from the following resources:
+
+- [@video@Pixar in a Box - Color](https://www.khanacademy.org/computing/pixar/animate/ball/v/intro-animation)
\ No newline at end of file
diff --git a/src/data/roadmaps/game-developer/content/computer-graphics@lIb5MeDoqVj6HycveOgTS.md b/src/data/roadmaps/game-developer/content/computer-graphics@lIb5MeDoqVj6HycveOgTS.md
index 239712b3a..346bb0e02 100644
--- a/src/data/roadmaps/game-developer/content/computer-graphics@lIb5MeDoqVj6HycveOgTS.md
+++ b/src/data/roadmaps/game-developer/content/computer-graphics@lIb5MeDoqVj6HycveOgTS.md
@@ -1,3 +1,7 @@
 # Computer Graphics
 
-Computer Graphics is a subfield of computer science that studies methods for digitally synthesizing and manipulating visual content. It involves creating and manipulating visual content using specialized computer software and hardware. This field is primarily used in the creation of digital and video games, CGI in films, and also in visual effects for commercials. The field is divided into two major categories: **Raster graphics** and **Vector graphics**. Raster graphics, also known as bitmap, involve the representation of images through a dot matrix data structure, while Vector graphics involve the use of polygons to represent images in computer graphics. Both of these methods have their unique usage scenarios. Other concepts integral to the study of computer graphics include rendering (including both real-time rendering and offline rendering), animation, and 3D modeling. Generally, computer graphics skills are essential for game developers and animation experts.
\ No newline at end of file
+Computer Graphics is a subfield of computer science that studies methods for digitally synthesizing and manipulating visual content. It involves creating and manipulating visual content using specialized computer software and hardware. This field is primarily used in the creation of digital and video games, CGI in films, and also in visual effects for commercials. The field is divided into two major categories: **Raster graphics** and **Vector graphics**. Raster graphics, also known as bitmap, involve the representation of images through a dot matrix data structure, while Vector graphics involve the use of polygons to represent images in computer graphics. Both of these methods have their unique usage scenarios. Other concepts integral to the study of computer graphics include rendering (including both real-time rendering and offline rendering), animation, and 3D modeling. Generally, computer graphics skills are essential for game developers and animation experts.
+
+Visit the following resources to learn more:
+
+- [@video@How do Video Game Graphics Work?](https://www.youtube.com/watch?v=C8YtdC8mxTU)
\ No newline at end of file
diff --git a/src/data/roadmaps/game-developer/content/frustum@UcLGWYu41Ok2NYdLNIY5C.md b/src/data/roadmaps/game-developer/content/frustum@UcLGWYu41Ok2NYdLNIY5C.md
index e69de29bb..27421ed5c 100644
--- a/src/data/roadmaps/game-developer/content/frustum@UcLGWYu41Ok2NYdLNIY5C.md
+++ b/src/data/roadmaps/game-developer/content/frustum@UcLGWYu41Ok2NYdLNIY5C.md
@@ -0,0 +1,9 @@
+# Frustum Culling
+
+Frustum culling is a standard practice in computer graphics, used in virtually all games to optimize performance by not rendering objects outside of your field of view. Think of your field of view as a frustum, a truncated pyramid shape. The farthest side is called the far clip plane, and the closest side is the near clip plane. Any object in the game that doesn't fall within this frustum is culled, meaning it’s not rendered, to improve performance. This feature comes built-in with Unreal Engine.
+
+You can also adjust the near and far clip planes to fine-tune culling. For example, if an object is too close to the camera, it may disappear because it crosses the near clip plane threshold. Similarly, objects that are too far away might be culled by the far clip plane. In some cases, distant objects are LOD-ed (Level of Detail), an optimization technique that reduces the detail of the mesh the farther you are from it, and increases detail as you get closer.
+
+Frustum culling is a fundamental technique that is implemented in virtually all modern games to ensure efficient rendering and smooth gameplay.
+
+- [@video@Frustum Culling - Game Optimization 101 - Unreal Engine](https://www.youtube.com/watch?v=Ql56s1erTMI)
diff --git a/src/data/roadmaps/game-developer/content/godot@7OffO2mBmfBKqPBTZ9ngI.md b/src/data/roadmaps/game-developer/content/godot@7OffO2mBmfBKqPBTZ9ngI.md
index 95c2a401a..f26505cfd 100644
--- a/src/data/roadmaps/game-developer/content/godot@7OffO2mBmfBKqPBTZ9ngI.md
+++ b/src/data/roadmaps/game-developer/content/godot@7OffO2mBmfBKqPBTZ9ngI.md
@@ -1,3 +1,5 @@
 # Godot
 
-Godot is an open-source, multi-platform game engine that is known for being feature-rich and user-friendly. It is developed by hundreds of contributors from around the world and supports the creation of both 2D and 3D games. Godot uses its own scripting language, GDScript, which is similar to Python, but it also supports C# and visual scripting. It is equipped with a unique scene system and comes with a multitude of tools that can expedite the development process. Godot's design philosophy centers around flexibility, extensibility, and ease of use, providing a handy tool for both beginners and pros in game development.
\ No newline at end of file
+Godot is an open-source, multi-platform game engine that is known for being feature-rich and user-friendly. It is developed by hundreds of contributors from around the world and supports the creation of both 2D and 3D games. Godot uses its own scripting language, GDScript, which is similar to Python, but it also supports C# and visual scripting. It is equipped with a unique scene system and comes with a multitude of tools that can expedite the development process. Godot's design philosophy centers around flexibility, extensibility, and ease of use, providing a handy tool for both beginners and pros in game development.
+
+- [@video@Godot in 100 Seconds](https://m.youtube.com/watch?v=QKgTZWbwD1U)
\ No newline at end of file
diff --git a/src/data/roadmaps/game-developer/content/metal@oEznLciLxZJaulMlBGgg4.md b/src/data/roadmaps/game-developer/content/metal@oEznLciLxZJaulMlBGgg4.md
index aa7616ff6..7461f9785 100644
--- a/src/data/roadmaps/game-developer/content/metal@oEznLciLxZJaulMlBGgg4.md
+++ b/src/data/roadmaps/game-developer/content/metal@oEznLciLxZJaulMlBGgg4.md
@@ -1,3 +1,5 @@
 # Metal
 
-Metal is a low-level, high-performance, application programming interface (API) developed by Apple. It debuted in iOS 8 and is dedicated to graphics and data-parallel computations. Essentially, it's designed to exploit modern GPU architecture on Apple devices, optimizing performance and power efficiency. This API applies to various platforms, including iOS, macOS, and tvOS. In contrast to high-level APIs like OpenGL, Metal offers a much lower overhead, allowing more direct control over the GPU. For developers, it means that they can squeeze better performance out of the hardware compared to higher-level APIs. With Metal, developers have a much more detailed view and control on the GPU which results in better graphical output and smoother performance.
\ No newline at end of file
+Metal is a low-level, high-performance, application programming interface (API) developed by Apple. It debuted in iOS 8 and is dedicated to graphics and data-parallel computations. Essentially, it's designed to exploit modern GPU architecture on Apple devices, optimizing performance and power efficiency. This API applies to various platforms, including iOS, macOS, and tvOS. In contrast to high-level APIs like OpenGL, Metal offers a much lower overhead, allowing more direct control over the GPU. For developers, it means that they can squeeze better performance out of the hardware compared to higher-level APIs. With Metal, developers have a much more detailed view and control on the GPU which results in better graphical output and smoother performance.
+
+- [@official@Metal Documentation](https://developer.apple.com/metal/)
\ No newline at end of file
diff --git a/src/data/roadmaps/game-developer/content/opengl@ffa5-YxRhE3zhWg7KXQ4r.md b/src/data/roadmaps/game-developer/content/opengl@ffa5-YxRhE3zhWg7KXQ4r.md
index e37c5eb22..78274128d 100644
--- a/src/data/roadmaps/game-developer/content/opengl@ffa5-YxRhE3zhWg7KXQ4r.md
+++ b/src/data/roadmaps/game-developer/content/opengl@ffa5-YxRhE3zhWg7KXQ4r.md
@@ -1,3 +1,5 @@
 # OpenGL
 
-Open GL, also known as Open Graphics Library, is a cross-language, cross-platform API designed to render 2D and 3D vector graphics. As a software interface for graphics hardware, Open GL provides programmers the ability to create complex graphics visuals in detail. It was first developed by Silicon Graphics Inc. in 1992 and quickly became a highly popular tool in the graphics rendering industry. Open GL is widely used in CAD, virtual reality, scientific visualization, information visualization, and flight simulation. It is also used in video games production where real-time rendering is a requirement. The API is designed to work with a broad range of hardware from different manufacturers. Being open-source, Open GL's code capabilities can be extended by anyone in the software community.
\ No newline at end of file
+Open GL, also known as Open Graphics Library, is a cross-language, cross-platform API designed to render 2D and 3D vector graphics. As a software interface for graphics hardware, Open GL provides programmers the ability to create complex graphics visuals in detail. It was first developed by Silicon Graphics Inc. in 1992 and quickly became a highly popular tool in the graphics rendering industry. Open GL is widely used in CAD, virtual reality, scientific visualization, information visualization, and flight simulation. It is also used in video games production where real-time rendering is a requirement. The API is designed to work with a broad range of hardware from different manufacturers. Being open-source, Open GL's code capabilities can be extended by anyone in the software community.
+
+- [@video@OpenGL Tutorials](https://youtube.com/playlist?list=PLPaoO-vpZnumdcb4tZc4x5Q-v7CkrQ6M-&si=Mr71bYJMgoDhN9h-)
\ No newline at end of file
diff --git a/src/data/roadmaps/game-developer/content/point@aNhyXWW2b7yKTv8y14zk9.md b/src/data/roadmaps/game-developer/content/point@aNhyXWW2b7yKTv8y14zk9.md
index e69de29bb..7d7fc6774 100644
--- a/src/data/roadmaps/game-developer/content/point@aNhyXWW2b7yKTv8y14zk9.md
+++ b/src/data/roadmaps/game-developer/content/point@aNhyXWW2b7yKTv8y14zk9.md
@@ -0,0 +1,7 @@
+# Point Lights
+
+Point lights are one of the most common types of lights used in computer graphics and games. They resemble real-world light bulbs, emitting light uniformly in all directions.
+
+These lights are available out of the box in most game engines and offer a range of customizable parameters, such as intensity, falloff, color, and more.
+
+Point lights are the most straightforward type of light, making them ideal for quickly and intuitively lighting up your scenes.
\ No newline at end of file
diff --git a/src/data/roadmaps/game-developer/content/reinforcements-learning@rGEHTfdNeBAX3_XqC-vvI.md b/src/data/roadmaps/game-developer/content/reinforcements-learning@rGEHTfdNeBAX3_XqC-vvI.md
index 1756d84cc..f48de40f1 100644
--- a/src/data/roadmaps/game-developer/content/reinforcements-learning@rGEHTfdNeBAX3_XqC-vvI.md
+++ b/src/data/roadmaps/game-developer/content/reinforcements-learning@rGEHTfdNeBAX3_XqC-vvI.md
@@ -1,3 +1,5 @@
 # Reinforcements Learning
 
-`Reinforcement Learning` is a type of Machine Learning which is geared towards making decisions. It involves an agent that learns to behave in an environment, by performing certain actions and observing the results or rewards/results it gets. The main principle of reinforcement learning is to reward good behavior and penalize bad behavior. The agent learns from the consequences of its actions, rather than from being taught explicitly. In the context of game development, reinforcement learning could be used to develop an AI (Artificial Intelligence) which can improve its performance in a game based on reward-driven behavior. The AI gradually learns the optimal strategy, known as policy, to achieve the best result.
\ No newline at end of file
+`Reinforcement Learning` is a type of Machine Learning which is geared towards making decisions. It involves an agent that learns to behave in an environment, by performing certain actions and observing the results or rewards/results it gets. The main principle of reinforcement learning is to reward good behavior and penalize bad behavior. The agent learns from the consequences of its actions, rather than from being taught explicitly. In the context of game development, reinforcement learning could be used to develop an AI (Artificial Intelligence) which can improve its performance in a game based on reward-driven behavior. The AI gradually learns the optimal strategy, known as policy, to achieve the best result.
+
+- [@video@AI Learns to Walk (deep reinforcement learning)](https://m.youtube.com/watch?v=L_4BPjLBF4E)
\ No newline at end of file
diff --git a/src/data/roadmaps/game-developer/content/rendering-equation@WVgozaQPFbYthZLWMbNUg.md b/src/data/roadmaps/game-developer/content/rendering-equation@WVgozaQPFbYthZLWMbNUg.md
index 321535cf9..226901539 100644
--- a/src/data/roadmaps/game-developer/content/rendering-equation@WVgozaQPFbYthZLWMbNUg.md
+++ b/src/data/roadmaps/game-developer/content/rendering-equation@WVgozaQPFbYthZLWMbNUg.md
@@ -1,3 +1,7 @@
 # Rendering Equation
 
-The **Render Equation**, also known as the **Rendering Equation**, is a fundamental principle in computer graphics that serves as the basis for most advanced lighting algorithms today. First introduced by James Kajiya in 1986, it defines how light interacts with physical objects in a given environment. The equation tries to simulate light's behavior, taking into account aspects such as transmission, absorption, scattering, and emission. The equation can be computationally intensive to solve accurately. It's worth mentioning, however, that many methods have been developed to approximate and solve it, allowing the production of highly realistic images in computer graphics.
\ No newline at end of file
+The **Render Equation**, also known as the **Rendering Equation**, is a fundamental principle in computer graphics that serves as the basis for most advanced lighting algorithms today. First introduced by James Kajiya in 1986, it defines how light interacts with physical objects in a given environment. The equation tries to simulate light's behavior, taking into account aspects such as transmission, absorption, scattering, and emission. The equation can be computationally intensive to solve accurately. It's worth mentioning, however, that many methods have been developed to approximate and solve it, allowing the production of highly realistic images in computer graphics.
+
+Visit the following resources to learn more:
+
+- [@video@Interactive Graphics 12 - The Rendering Equation](https://www.youtube.com/watch?v=wawf7Am6xy0)
\ No newline at end of file
diff --git a/src/data/roadmaps/game-developer/content/spot@FetbhcK1RDt4izZ6NEUEP.md b/src/data/roadmaps/game-developer/content/spot@FetbhcK1RDt4izZ6NEUEP.md
index e69de29bb..a48fda6ec 100644
--- a/src/data/roadmaps/game-developer/content/spot@FetbhcK1RDt4izZ6NEUEP.md
+++ b/src/data/roadmaps/game-developer/content/spot@FetbhcK1RDt4izZ6NEUEP.md
@@ -0,0 +1,5 @@
+# Spotlights
+
+Spotlights are a common type of light in computer graphics and games that mimic the behavior of real-world spotlights. They offer a range of parameters to adjust their behavior, such as radius, cone angle, falloff, and intensity.
+
+Spotlights are readily available out of the box in both Unreal and Unity game engines, making them an accessible and powerful tool for adding realistic and dynamic lighting to your scenes.
\ No newline at end of file
diff --git a/src/data/roadmaps/game-developer/content/translucency--transparency@PuhXaRZ-Ql5PCqzMyz3en.md b/src/data/roadmaps/game-developer/content/translucency--transparency@PuhXaRZ-Ql5PCqzMyz3en.md
index 34adb03af..2c2b2b0ca 100644
--- a/src/data/roadmaps/game-developer/content/translucency--transparency@PuhXaRZ-Ql5PCqzMyz3en.md
+++ b/src/data/roadmaps/game-developer/content/translucency--transparency@PuhXaRZ-Ql5PCqzMyz3en.md
@@ -1,3 +1,7 @@
 # Conservation of Energy
 
-In the realm of physically-based rendering, **translucency** and **transparency** act as key aspects in creating visually authentic and compelling images. Transparency refers to the property of an object that allows light to pass through it unhindered, hence making the object clear or invisible. This is commonly seen in materials such as glass, clear plastic, and water. On the other hand, translucency describes how light interacts with a semi-transparent object. Instead of passing directly through, light enters the object, travels within for some distance and then exits at a different location. Common examples of such surfaces include human skin, marble, milk, or wax, which exhibit a soft, diffused lighting effect when light rays pass through them. The technique to achieve this effect in graphics involves subsurface scattering, where incoming light is scattered beneath the object's surface, illuminated it in a way that showcases the material's internal structure.
\ No newline at end of file
+In the realm of physically-based rendering, **translucency** and **transparency** act as key aspects in creating visually authentic and compelling images. Transparency refers to the property of an object that allows light to pass through it unhindered, hence making the object clear or invisible. This is commonly seen in materials such as glass, clear plastic, and water. On the other hand, translucency describes how light interacts with a semi-transparent object. Instead of passing directly through, light enters the object, travels within for some distance and then exits at a different location. Common examples of such surfaces include human skin, marble, milk, or wax, which exhibit a soft, diffused lighting effect when light rays pass through them. The technique to achieve this effect in graphics involves subsurface scattering, where incoming light is scattered beneath the object's surface, illuminated it in a way that showcases the material's internal structure.
+
+Visit the following resources to learn more:
+
+- [@article@Learn OpenGL - Blending](https://learnopengl.com/Advanced-OpenGL/Blending)
\ No newline at end of file
diff --git a/src/data/roadmaps/game-developer/content/unity-3d@rNeOti8DDyWTMP9FB9kJ_.md b/src/data/roadmaps/game-developer/content/unity-3d@rNeOti8DDyWTMP9FB9kJ_.md
index b93adcaf0..f05eab386 100644
--- a/src/data/roadmaps/game-developer/content/unity-3d@rNeOti8DDyWTMP9FB9kJ_.md
+++ b/src/data/roadmaps/game-developer/content/unity-3d@rNeOti8DDyWTMP9FB9kJ_.md
@@ -1,3 +1,5 @@
 # Unity 3D
 
 **Unity 3D** is a versatile, cross-platform game engine that supports the development of both 2D and 3D games. This game engine allows users to create a wide variety of games including AR, VR, Mobile, Consoles, and Computers in C#. It provides a host of powerful features and tools, such as scripting, asset bundling, scene building, and simulation, to assist developers in creating interactive content. Unity 3D also boasts a large, active community that regularly contributes tutorials, scripts, assets, and more, making it a robust platform for all levels of game developers.
+
+- [@video@Unity in 100 Seconds](https://www.youtube.com/watch?v=iqlH4okiQqg)
\ No newline at end of file
diff --git a/src/data/roadmaps/game-developer/content/unreal-engine@a6H-cZtp3A_fB8jnfMxBR.md b/src/data/roadmaps/game-developer/content/unreal-engine@a6H-cZtp3A_fB8jnfMxBR.md
index 125d18052..6ac63e7d0 100644
--- a/src/data/roadmaps/game-developer/content/unreal-engine@a6H-cZtp3A_fB8jnfMxBR.md
+++ b/src/data/roadmaps/game-developer/content/unreal-engine@a6H-cZtp3A_fB8jnfMxBR.md
@@ -1,3 +1,8 @@
 # Unreal Engine
 
-The **Unreal Engine** is a powerful game development engine created by Epic Games. Used by game developers worldwide, it supports the creation of high-quality games across multiple platforms such as iOS, Android, Windows, Mac, Xbox, and PlayStation. Unreal Engine is renowned for its photo-realistic rendering, dynamic physics and effects, robust multiplayer framework, and its flexible scripting system called Blueprint. The engine is also fully equipped with dedicated tools and functionalities for animation, AI, lighting, cinematography, and post-processing effects. The most recent version, Unreal Engine 5, introduces real-time Global Illumination and makes film-quality real-time graphics achievable.
\ No newline at end of file
+The **Unreal Engine** is a powerful game development engine created by Epic Games. Used by game developers worldwide, it supports the creation of high-quality games across multiple platforms such as iOS, Android, Windows, Mac, Xbox, and PlayStation. Unreal Engine is renowned for its photo-realistic rendering, dynamic physics and effects, robust multiplayer framework, and its flexible scripting system called Blueprint. The engine is also fully equipped with dedicated tools and functionalities for animation, AI, lighting, cinematography, and post-processing effects. The most recent version, Unreal Engine 5, introduces real-time Global Illumination and makes film-quality real-time graphics achievable.
+
+- [@official@Unreal Engine Documentation](https://dev.epicgames.com/documentation/en-us/unreal-engine/unreal-engine-5-4-documentation)
+- [@official@Unreal Engine YouTube Channel](https://m.youtube.com/channel/UCBobmJyzsJ6Ll7UbfhI4iwQ)
+- [@video@Unreal in 100 Seconds](https://www.youtube.com/watch?v=DXDe-2BC4cE)
+- [@feed@Unreal Source Discord](https://discord.gg/unrealsource)
\ No newline at end of file
diff --git a/src/data/roadmaps/git-github/content/--hard@V_joZNpQsS9G9PI-o-GmC.md b/src/data/roadmaps/git-github/content/--hard@V_joZNpQsS9G9PI-o-GmC.md
index c53f6d395..e0750509f 100644
--- a/src/data/roadmaps/git-github/content/--hard@V_joZNpQsS9G9PI-o-GmC.md
+++ b/src/data/roadmaps/git-github/content/--hard@V_joZNpQsS9G9PI-o-GmC.md
@@ -1 +1,7 @@
-# --hard
\ No newline at end of file
+# --hard
+
+With this option, both the HEAD pointer and the working directory's contents are updated to match the specified commit. Any changes made since then will be lost.
+
+Visit the following resources to learn more:
+
+- [@official@--hard documentation](https://git-scm.com/docs/git-reset#Documentation/git-reset.txt---hard)
\ No newline at end of file
diff --git a/src/data/roadmaps/git-github/content/--mixed@qis7Z5VRxMcOmbesQlegZ.md b/src/data/roadmaps/git-github/content/--mixed@qis7Z5VRxMcOmbesQlegZ.md
index 9d95d2ae8..3578fe247 100644
--- a/src/data/roadmaps/git-github/content/--mixed@qis7Z5VRxMcOmbesQlegZ.md
+++ b/src/data/roadmaps/git-github/content/--mixed@qis7Z5VRxMcOmbesQlegZ.md
@@ -1 +1,7 @@
-# --mixed
\ No newline at end of file
+# --mixed
+
+When using mixed mode, the HEAD pointer is moved to the specified commit. However, files in your working directory remain as they were before the reset. The staging area (index) is updated to match the specified commit.
+
+Visit the following resources to learn more:
+
+- [@official@--mixed documentation](https://git-scm.com/docs/git-reset#Documentation/git-reset.txt---mixed)
\ No newline at end of file
diff --git a/src/data/roadmaps/git-github/content/--soft@Uc7FyfAKpDFRGRNHwztFo.md b/src/data/roadmaps/git-github/content/--soft@Uc7FyfAKpDFRGRNHwztFo.md
index 5d89cb133..c62ace3e1 100644
--- a/src/data/roadmaps/git-github/content/--soft@Uc7FyfAKpDFRGRNHwztFo.md
+++ b/src/data/roadmaps/git-github/content/--soft@Uc7FyfAKpDFRGRNHwztFo.md
@@ -1 +1,5 @@
-# --soft
\ No newline at end of file
+# --soft
+
+In this mode, only the HEAD pointer is moved to the specified commit. The files in your working directory are not modified, but they remain as they were when you started the reset.
+
+- [@official@--soft documentation](https://git-scm.com/docs/git-reset#Documentation/git-reset.txt---soft)
\ No newline at end of file
diff --git a/src/data/roadmaps/git-github/content/adding--updating@x4bnsPVTiX2xOCSyrgWpF.md b/src/data/roadmaps/git-github/content/adding--updating@x4bnsPVTiX2xOCSyrgWpF.md
index 8778b8d2e..a5329769f 100644
--- a/src/data/roadmaps/git-github/content/adding--updating@x4bnsPVTiX2xOCSyrgWpF.md
+++ b/src/data/roadmaps/git-github/content/adding--updating@x4bnsPVTiX2xOCSyrgWpF.md
@@ -1 +1,8 @@
-# Adding / Updating
\ No newline at end of file
+# Adding / Updating
+
+To add a submodule to a repository, use `git submodule add https://github.com/user/submodule-repo.git`, which is the typical format for specifying the URL of the submodule repository. This creates a new folder for the submodule and checks it out at the specified revision. To update an existing submodule to its latest commit, run `git submodule update`. If you want to pull in changes from upstream while keeping your submodule's history intact, use `git submodule sync` followed by `git submodule update`.
+
+Visit the following resources to learn more:
+
+- [@article@Git submodules](https://www.atlassian.com/git/tutorials/git-submodule)
+- [@article@Working with submodules](https://github.blog/open-source/git/working-with-submodules/)
\ No newline at end of file
diff --git a/src/data/roadmaps/git-github/content/automations@TNBz5755PhI6iKxTQTqcS.md b/src/data/roadmaps/git-github/content/automations@TNBz5755PhI6iKxTQTqcS.md
index 2d389b8e7..d944a2c62 100644
--- a/src/data/roadmaps/git-github/content/automations@TNBz5755PhI6iKxTQTqcS.md
+++ b/src/data/roadmaps/git-github/content/automations@TNBz5755PhI6iKxTQTqcS.md
@@ -1 +1,8 @@
-# Automations
\ No newline at end of file
+# Automations
+
+To add automation to your GitHub project, use built-in workflows that can trigger actions such as setting fields on item changes or archiving items meeting specific criteria, and also configure automatic item addition from repositories based on matching criteria.
+
+Visit the following resources to learn more:
+
+- [@official@Automating your project](https://docs.github.com/en/issues/planning-and-tracking-with-projects/automating-your-project)
+- [@video@GitHub Project Management - Create GitHub Project Board & Automations](https://www.youtube.com/watch?v=oPQgFxHcjAw&t=600s)
\ No newline at end of file
diff --git a/src/data/roadmaps/git-github/content/basic-git-usage@PtU5Qwfzn3N1i3oRlCGoR.md b/src/data/roadmaps/git-github/content/basic-git-usage@PtU5Qwfzn3N1i3oRlCGoR.md
index 66d29c2dc..2ae005fcb 100644
--- a/src/data/roadmaps/git-github/content/basic-git-usage@PtU5Qwfzn3N1i3oRlCGoR.md
+++ b/src/data/roadmaps/git-github/content/basic-git-usage@PtU5Qwfzn3N1i3oRlCGoR.md
@@ -2,7 +2,7 @@
 
 Starting with a new project, you'll use `git init` to initialize a repository and then make changes using `git add`. Once ready, commit your work with `git commit`. If mistakes occur, `git reset` can help correct them. You'll also interact with remote repositories, whether private or public, by adding remotes (git remote add) and managing their connections through commands like `git fetch`, `git push`, and `git pull`.
 
-Learn more from the following resources:
+Visit the following resources to learn more:
 
 - [@video@Git Tutorial for Beginners: Learn Git in 1 Hour](https://www.youtube.com/watch?v=8JJ101D3knE&t=1135s)
 - [@article@Git ignore](https://www.atlassian.com/git/tutorials/saving-changes/gitignore)
diff --git a/src/data/roadmaps/git-github/content/between-branches@O-zoAWkDvyn7B8_TmY257.md b/src/data/roadmaps/git-github/content/between-branches@O-zoAWkDvyn7B8_TmY257.md
index c18b4787f..6f1bab014 100644
--- a/src/data/roadmaps/git-github/content/between-branches@O-zoAWkDvyn7B8_TmY257.md
+++ b/src/data/roadmaps/git-github/content/between-branches@O-zoAWkDvyn7B8_TmY257.md
@@ -1 +1,8 @@
-# Between Branches
\ No newline at end of file
+# Between Branches
+
+When comparing the differences between two branches, such as a feature branch and its upstream parent branch, use `git diff <branch1>..<branch2>`. This command displays the changes made on the feature branch relative to the parent branch. It's useful for reviewing the impact of new features or changes before merging them into your mainline.
+
+Visit the following resources to learn more:
+
+- [@article@How to compare branches in Git diff](https://scribehow.com/shared/How_to_Compare_Branches_in_GitHub__xsotezV-S1O-GL0PquqJwQ)
+- [@article@How can I see the differences between two branches?](https://stackoverflow.com/questions/9834689/how-can-i-see-the-differences-between-two-branches)
\ No newline at end of file
diff --git a/src/data/roadmaps/git-github/content/between-commits@Rwpeltygwzcf6hnuZNURE.md b/src/data/roadmaps/git-github/content/between-commits@Rwpeltygwzcf6hnuZNURE.md
index 0f8b18565..17778b7a4 100644
--- a/src/data/roadmaps/git-github/content/between-commits@Rwpeltygwzcf6hnuZNURE.md
+++ b/src/data/roadmaps/git-github/content/between-commits@Rwpeltygwzcf6hnuZNURE.md
@@ -1 +1,8 @@
-# Between Commits
\ No newline at end of file
+# Between Commits
+
+To compare two specific commits in your Git history, use git diff followed by the hashes of the commits. This will show you the changes made between those two points, including added, modified, and deleted lines.
+
+Visit the following resources to learn more:
+
+- [@article@Comparing changes with Git diff](https://refine.dev/blog/git-diff-command/)
+- [@video@Git Diff 2 Different Commits, Tags or Branches](https://www.youtube.com/watch?v=uq5VWPDCtFo)
\ No newline at end of file
diff --git a/src/data/roadmaps/git-github/content/branch-naming@ks1Pip-RM-UWD6zuF2j4n.md b/src/data/roadmaps/git-github/content/branch-naming@ks1Pip-RM-UWD6zuF2j4n.md
index 2abb36153..4ba9e5638 100644
--- a/src/data/roadmaps/git-github/content/branch-naming@ks1Pip-RM-UWD6zuF2j4n.md
+++ b/src/data/roadmaps/git-github/content/branch-naming@ks1Pip-RM-UWD6zuF2j4n.md
@@ -1 +1,8 @@
-# Branch Naming
\ No newline at end of file
+# Branch Naming
+
+A well-defined branch naming convention is essential for maintaining a clean and organized Git workflow. It's recommended to use descriptive and meaningful names that clearly indicate the purpose of each branch. For example, using prefixes like `feature/`, `fix/`, or `docs/` can help identify whether a branch is related to new feature development, bug fixes, or documentation updates. Additionally, including the issue or task ID (e.g., `issue/123`) can provide context and make it easier for team members to find relevant information. By following a consistent naming convention, you can improve collaboration, reduce confusion, and increase the overall efficiency of your Git workflow.
+
+Visit the following resources to learn more:
+
+- [@article@Naming conventions for Git Branches — a Cheatsheet](https://medium.com/@abhay.pixolo/naming-conventions-for-git-branches-a-cheatsheet-8549feca2534)
+- [@article@Git Branching Naming Convention: Best Practices to Follow](https://phoenixnap.com/kb/git-branch-name-convention)
\ No newline at end of file
diff --git a/src/data/roadmaps/git-github/content/branching-basics@bXfCUG3h1TIFPgD4WUDph.md b/src/data/roadmaps/git-github/content/branching-basics@bXfCUG3h1TIFPgD4WUDph.md
index aaf4ecc8a..d1fda79f9 100644
--- a/src/data/roadmaps/git-github/content/branching-basics@bXfCUG3h1TIFPgD4WUDph.md
+++ b/src/data/roadmaps/git-github/content/branching-basics@bXfCUG3h1TIFPgD4WUDph.md
@@ -1 +1,8 @@
-# Branching Basics
\ No newline at end of file
+# Branching Basics
+
+Branches in Git serve as separate lines of development that allow multiple features or changes to be worked on simultaneously without affecting the main codebase. With branches, you can create isolated environments for different tasks, collaborate with others, and manage complex workflows.
+
+Visit the following resources to learn more:
+
+- [@official@Git Branching - Basic Branching and Merging](https://git-scm.com/book/en/v2/Git-Branching-Basic-Branching-and-Merging)
+- [@video@Git Branches Tutorial](https://www.youtube.com/watch?v=e2IbNHi4uCI)
\ No newline at end of file
diff --git a/src/data/roadmaps/git-github/content/caching-dependencies@HMNhzzV6ApTKj4I_FOmUB.md b/src/data/roadmaps/git-github/content/caching-dependencies@HMNhzzV6ApTKj4I_FOmUB.md
index 32922bd2d..3ba65d469 100644
--- a/src/data/roadmaps/git-github/content/caching-dependencies@HMNhzzV6ApTKj4I_FOmUB.md
+++ b/src/data/roadmaps/git-github/content/caching-dependencies@HMNhzzV6ApTKj4I_FOmUB.md
@@ -1 +1,13 @@
-# Caching Dependencies
\ No newline at end of file
+# Caching Dependencies
+
+GitHub Actions provides a caching feature that allows you to store and reuse dependencies between workflows, reducing the time it takes to run your actions. By caching dependencies, you can:
+- Reuse compiled code
+- Store database connections
+- Reduce network traffic
+
+It is highly recommended to not store any sensitive information in the cache. For example, sensitive information can include access tokens or login credentials stored in a file in the cache path.
+
+Visit the following resources to learn more:
+
+- [@official@Caching dependencies to speed up workflows](https://docs.github.com/en/actions/writing-workflows/choosing-what-your-workflow-does/caching-dependencies-to-speed-up-workflows)
+- [@video@Cache Management with GitHub actions](https://www.youtube.com/watch?v=7PVUjRXUY0o)
\ No newline at end of file
diff --git a/src/data/roadmaps/git-github/content/checkout-branch@PtRo-wGiNAagZ6CykfvMr.md b/src/data/roadmaps/git-github/content/checkout-branch@PtRo-wGiNAagZ6CykfvMr.md
index 4c36dafd4..9272fd458 100644
--- a/src/data/roadmaps/git-github/content/checkout-branch@PtRo-wGiNAagZ6CykfvMr.md
+++ b/src/data/roadmaps/git-github/content/checkout-branch@PtRo-wGiNAagZ6CykfvMr.md
@@ -2,7 +2,7 @@
 
 In Git, to "checkout" from a branch means to switch your working directory to that branch, making it the active branch. This updates your files to match the state of that branch and allows you to work on it.
 
-Learn more from the following resources:
+Visit the following resources to learn more:
 
 - [@official@git-checkout](https://git-scm.com/docs/git-checkout)
 - [@article@git-commands-checkout](https://www.git-tower.com/learn/git/commands/git-checkout)
diff --git a/src/data/roadmaps/git-github/content/checkout-tags@62E1tDMXB6K74OEN0WsS0.md b/src/data/roadmaps/git-github/content/checkout-tags@62E1tDMXB6K74OEN0WsS0.md
index 3c6c1fc92..fbabdf30a 100644
--- a/src/data/roadmaps/git-github/content/checkout-tags@62E1tDMXB6K74OEN0WsS0.md
+++ b/src/data/roadmaps/git-github/content/checkout-tags@62E1tDMXB6K74OEN0WsS0.md
@@ -2,7 +2,7 @@
 
 Tags in Git are typically used to mark specific points in history, such as a release version. Checking out a tag means switching your working directory to the state of the repository at the point in time when that tag was created.
 
-Learn more from the following resources:
+Visit the following resources to learn more:
 
 - [@article@How To Checkout Git Tags](https://devconnected.com/how-to-checkout-git-tags/)
 - [@article@What is git tag, How to create tags & How to checkout git remote tag(s)](https://stackoverflow.com/questions/35979642/what-is-git-tag-how-to-create-tags-how-to-checkout-git-remote-tags)
diff --git a/src/data/roadmaps/git-github/content/cherry-picking-commits@eFf2fesrs-1aVM5tH3ORQ.md b/src/data/roadmaps/git-github/content/cherry-picking-commits@eFf2fesrs-1aVM5tH3ORQ.md
index c6273ecb8..08a46604b 100644
--- a/src/data/roadmaps/git-github/content/cherry-picking-commits@eFf2fesrs-1aVM5tH3ORQ.md
+++ b/src/data/roadmaps/git-github/content/cherry-picking-commits@eFf2fesrs-1aVM5tH3ORQ.md
@@ -2,7 +2,7 @@
 
 Cherry-picking in Git allows you to apply a specific commit from one branch to another, without merging the entire branch. This is useful when you want to bring in a specific feature or fix from one branch to another without incorporating all the changes from the source branch.
 
-Learn more from the following resources:
+Visit the following resources to learn more:
 
 - [@official@git-cherry-pick-docs](https://git-scm.com/docs/git-cherry-pick)
 - [@article@Git cherry pick](https://www.atlassian.com/git/tutorials/cherry-pick)
diff --git a/src/data/roadmaps/git-github/content/citation-files@Ddkss13_qDJTquDHbVTVs.md b/src/data/roadmaps/git-github/content/citation-files@Ddkss13_qDJTquDHbVTVs.md
new file mode 100644
index 000000000..f4d5d1cff
--- /dev/null
+++ b/src/data/roadmaps/git-github/content/citation-files@Ddkss13_qDJTquDHbVTVs.md
@@ -0,0 +1,7 @@
+# CITATION files
+
+You can add a CITATION.cff file to the root of a repository to let others know how you would like them to cite your work. The citation file format is plain text with human- and machine-readable citation information.
+
+Visit the following resources to learn more:
+
+- [@official@CITATION Files Documentation](https://docs.github.com/en/repositories/managing-your-repositorys-settings-and-features/customizing-your-repository/about-citation-files)
\ No newline at end of file
diff --git a/src/data/roadmaps/git-github/content/clean-git-history@i3AbARgzQtxtlB-1AS8zv.md b/src/data/roadmaps/git-github/content/clean-git-history@i3AbARgzQtxtlB-1AS8zv.md
index 2e4b1432e..b86ebfda3 100644
--- a/src/data/roadmaps/git-github/content/clean-git-history@i3AbARgzQtxtlB-1AS8zv.md
+++ b/src/data/roadmaps/git-github/content/clean-git-history@i3AbARgzQtxtlB-1AS8zv.md
@@ -7,7 +7,7 @@ Cleaning up Git history can make your commit history more readable, concise, and
 - To be able to deploy any commit on your development branch using your CI/CD system
 - If you are handling mobile app releases and you are responsible for figuring out what feature is in which release.
 
-Learn more from the following resources:
+Visit the following resources to learn more:
 
 - [@article@Clean GIT history — a Step by Step Guide](https://medium.com/@catalinaturlea/clean-git-history-a-step-by-step-guide-eefc0ad8696d)
 - [@video@Git best practice tip: clean commit history](https://youtu.be/bZpiVijzd2g?si=8lJTlR3LfY9ZUd77)
\ No newline at end of file
diff --git a/src/data/roadmaps/git-github/content/client-vs-server-hooks@zsU6R2zvJKnYNU2ac4o4p.md b/src/data/roadmaps/git-github/content/client-vs-server-hooks@zsU6R2zvJKnYNU2ac4o4p.md
index 7c3f165ab..802ed0063 100644
--- a/src/data/roadmaps/git-github/content/client-vs-server-hooks@zsU6R2zvJKnYNU2ac4o4p.md
+++ b/src/data/roadmaps/git-github/content/client-vs-server-hooks@zsU6R2zvJKnYNU2ac4o4p.md
@@ -2,8 +2,8 @@
 
 Like many other Version Control Systems, Git has a way to fire off custom scripts when certain important actions occur. There are two groups of these hooks: client-side and server-side. Client-side hooks are triggered by operations such as committing and merging, while server-side hooks run on network operations such as receiving pushed commits.
 
-Learn more from the following resources:
+Visit the following resources to learn more:
 
 - [@official@Git Hooks](https://git-scm.com/book/en/v2/Customizing-Git-Git-Hooks#:~:text=There%20are%20two%20groups%20of,for%20all%20sorts%20of%20reasons.)
 - [@article@Git Hooks: The Powerful Tool You're Probably Not Using](https://dev.to/algodame/git-hooks-the-powerful-tool-youre-probably-not-using-but-should-be-1lec)
-- [@video@Client vs Server Hooks](https://youtu.be/egfuwOe8nXc?si=IkbLCr-3eGE9x6cY)
+- [@video@Client vs Server Hooks](https://youtu.be/egfuwOe8nXc?si=IkbLCr-3eGE9x6cY)
\ No newline at end of file
diff --git a/src/data/roadmaps/git-github/content/cloning-repositories@1Koej79yTv-OAswVZwgGq.md b/src/data/roadmaps/git-github/content/cloning-repositories@1Koej79yTv-OAswVZwgGq.md
index 9d30a35b5..cbb82058e 100644
--- a/src/data/roadmaps/git-github/content/cloning-repositories@1Koej79yTv-OAswVZwgGq.md
+++ b/src/data/roadmaps/git-github/content/cloning-repositories@1Koej79yTv-OAswVZwgGq.md
@@ -1,9 +1,9 @@
 # Cloning Repositories
 Cloning a repository in Git and GitHub involves creating a local copy of a remote repository on your computer. This allows you to work on the project locally, commit changes, and later push those changes back to the remote repository.
 
-Learn more from the following resources:
+Visit the following resources to learn more:
 
 - [@official@Git clone](https://git-scm.com/docs/git-clone/en)
 - [@official@Cloning a repository](https://docs.github.com/en/repositories/creating-and-managing-repositories/cloning-a-repository)
 - [@article@Clone a git respository](https://www.atlassian.com/git/tutorials/setting-up-a-repository/git-clone)
-- [@video@Cloning remote respository into local machine](https://youtu.be/xeQih8LVtZM?si=djlyTDpLNS0oyqQH)
+- [@video@Cloning remote respository into local machine](https://youtu.be/xeQih8LVtZM?si=djlyTDpLNS0oyqQH)
\ No newline at end of file
diff --git a/src/data/roadmaps/git-github/content/code-reviews@xLB2fhsOm0Vu3xg_PusJB.md b/src/data/roadmaps/git-github/content/code-reviews@xLB2fhsOm0Vu3xg_PusJB.md
index 791d9cf89..f5ba875a6 100644
--- a/src/data/roadmaps/git-github/content/code-reviews@xLB2fhsOm0Vu3xg_PusJB.md
+++ b/src/data/roadmaps/git-github/content/code-reviews@xLB2fhsOm0Vu3xg_PusJB.md
@@ -1,6 +1,5 @@
 # Code Reviews
 
-
 The purpose of a code review in software development is to help ensure that the code meets the organization’s standards and requirements, is of high quality, and is maintainable. In addition to identifying errors and bugs, code reviews also promote a culture of learning and collaboration among the development team.
 
 Some of the benefits of code reviews include:
@@ -10,7 +9,7 @@ Some of the benefits of code reviews include:
 - Boost collaboration, communication, and knowledge sharing among developers by providing a forum to discuss code and ask questions, share ideas and best practices, and learn from each other.
 - Ensure that the code is maintainable by identifying any software maintenance issues and suggesting improvements.
 
-Learn more from the following links:
+Visit the following resources to learn more:
 
 - [@article@A practical guide for better, faster code reviews](https://github.com/mawrkus/pull-request-review-guide)
 - [@article@How to improve code with code reviews](https://github.com/resources/articles/software-development/how-to-improve-code-with-code-reviews)
diff --git a/src/data/roadmaps/git-github/content/collaboration-on-github@d_GNnB6PBINz1jxGNWAE-.md b/src/data/roadmaps/git-github/content/collaboration-on-github@d_GNnB6PBINz1jxGNWAE-.md
index 442350452..515370dcf 100644
--- a/src/data/roadmaps/git-github/content/collaboration-on-github@d_GNnB6PBINz1jxGNWAE-.md
+++ b/src/data/roadmaps/git-github/content/collaboration-on-github@d_GNnB6PBINz1jxGNWAE-.md
@@ -2,8 +2,8 @@
 
 Collaboration on GitHub is a powerful way for multiple people to work together on the same project, using Git as the version control system. GitHub provides various tools and workflows that make collaboration efficient and organized.
 
-Learn more from the following resources:
+Visit the following resources to learn more:
 
 - [@official@How to collaborate in a GitHub project](https://gist.github.com/neklaf/9002d3acccf6b6e448db5c4c4e8764c0)
 - [@article@Best Practices for collaborating in github](https://www.gitkraken.com/blog/collaborate-on-github)
-- [@article@Working with GitHub in VS Code](https://code.visualstudio.com/docs/sourcecontrol/github)
+- [@article@Working with GitHub in VS Code](https://code.visualstudio.com/docs/sourcecontrol/github)
\ No newline at end of file
diff --git a/src/data/roadmaps/git-github/content/collaboration@bXfCUG3h1TIFPgD4WUDph.md b/src/data/roadmaps/git-github/content/collaboration@bXfCUG3h1TIFPgD4WUDph.md
index 17f86d485..08a2b5fea 100644
--- a/src/data/roadmaps/git-github/content/collaboration@bXfCUG3h1TIFPgD4WUDph.md
+++ b/src/data/roadmaps/git-github/content/collaboration@bXfCUG3h1TIFPgD4WUDph.md
@@ -2,7 +2,7 @@
 
 When working on projects with others, Git provides tools to facilitate collaboration through forking repositories using `git clone` or `git fork`, cloning them locally with git clone, managing pull requests with `git request-pull`, and resolving merge conflicts. To contribute effectively, follow established contributing guides and respect open-source licences that govern how contributors' work may be used by others.
 
-Learn more from the following resources:
+Visit the following resources to learn more:
 
 - [@article@Git Fork and Git Clone: The difference and why it's important!](https://dev.to/danielasaboro/git-fork-and-clone-whats-the-difference-190c)
 - [@article@About pull requests](https://docs.github.com/en/pull-requests/collaborating-with-pull-requests/proposing-changes-to-your-work-with-pull-requests/about-pull-requests)
diff --git a/src/data/roadmaps/git-github/content/collaborators--members@_ft-uvXt6s_xrcMT3fbSF.md b/src/data/roadmaps/git-github/content/collaborators--members@_ft-uvXt6s_xrcMT3fbSF.md
index 096652d43..21c18b27c 100644
--- a/src/data/roadmaps/git-github/content/collaborators--members@_ft-uvXt6s_xrcMT3fbSF.md
+++ b/src/data/roadmaps/git-github/content/collaborators--members@_ft-uvXt6s_xrcMT3fbSF.md
@@ -1 +1,8 @@
-# Collaborators / Members
\ No newline at end of file
+# Collaborators / Members
+
+In GitHub, collaborators and members refer to individuals who contribute to or have access to your repository. Collaborators are users who have been granted permission to contribute code, make changes, and push updates to your repository, whereas members are the owners of a repository, including organization owners who have full control over their team's repositories. Members can be either individual collaborators or part of an organization team, with varying levels of access and permissions based on their role within the team.
+
+Visit the following resources to learn more:
+
+- [@article@Inviting collaborators to a personal repository](https://docs.github.com/en/account-and-profile/setting-up-and-managing-your-personal-account-on-github/managing-access-to-your-personal-repositories/inviting-collaborators-to-a-personal-repository)
+- [@official@REST API endpoints for collaborators](https://docs.github.com/en/rest/collaborators/collaborators?apiVersion=2022-11-28)
\ No newline at end of file
diff --git a/src/data/roadmaps/git-github/content/collaborators@r-u1vTpUyuvsB0revOU0C.md b/src/data/roadmaps/git-github/content/collaborators@r-u1vTpUyuvsB0revOU0C.md
index 2fb5a3e7b..6bd5812e6 100644
--- a/src/data/roadmaps/git-github/content/collaborators@r-u1vTpUyuvsB0revOU0C.md
+++ b/src/data/roadmaps/git-github/content/collaborators@r-u1vTpUyuvsB0revOU0C.md
@@ -2,11 +2,10 @@
 
 Collaborators in GitHub are users who have been granted direct access to a repository by the repository owner or organization administrators. Collaborators can perform actions like pushing commits, creating branches, and managing issues or pull requests, depending on the permissions granted to them. They are typically added to private repositories or to public repositories where more control over contributions is needed.
 
-Learn more from the following resources:
+Visit the following resources to learn more:
 
 - [@official@How to add collaborators to your personal projects](https://docs.github.com/en/account-and-profile/setting-up-and-managing-your-personal-account-on-github/managing-access-to-your-personal-repositories/inviting-collaborators-to-a-personal-repository)
 - [@official@Adding outside collaborators to repositories in your organization](https://docs.github.com/en/organizations/managing-user-access-to-your-organizations-repositories/managing-outside-collaborators/adding-outside-collaborators-to-repositories-in-your-organization)
 - [@article@What are github collaborators](https://www.geeksforgeeks.org/what-are-github-collaborators/)
 - [@article@How to Add Collaborators to Your GitHub Repository](https://www.blinkops.com/blog/how-to-add-collaborators-to-your-github-repository)
-- [@video@Using Github for Team collaboration](https://youtu.be/4nyIS58ORWw?si=yK5LCONNVm9OIUK5)
-
+- [@video@Using Github for Team collaboration](https://youtu.be/4nyIS58ORWw?si=yK5LCONNVm9OIUK5)
\ No newline at end of file
diff --git a/src/data/roadmaps/git-github/content/commit-messages@7lRUYWNSpHvJ-QyIE8RMa.md b/src/data/roadmaps/git-github/content/commit-messages@7lRUYWNSpHvJ-QyIE8RMa.md
index dcd1abf0f..871521c79 100644
--- a/src/data/roadmaps/git-github/content/commit-messages@7lRUYWNSpHvJ-QyIE8RMa.md
+++ b/src/data/roadmaps/git-github/content/commit-messages@7lRUYWNSpHvJ-QyIE8RMa.md
@@ -2,7 +2,7 @@
 
 A Git commit message is a brief explanation of the changes introduced in a particular commit. It helps others (and your future self) understand the purpose of the changes and the context behind them. Writing clear and informative commit messages is an important practice for maintaining a well-organized and easily navigable project history.
 
-Learn more from the following resources:
+Visit the following resources to learn more:
 
 - [@article@How to Write Better Git Commit Messages](https://www.freecodecamp.org/news/how-to-write-better-git-commit-messages/)
 - [@article@Writing good commit messages](https://www.theodinproject.com/lessons/foundations-commit-messages)
diff --git a/src/data/roadmaps/git-github/content/commit-msg@jzYjHx-gIKSP8dQUTqWVw.md b/src/data/roadmaps/git-github/content/commit-msg@jzYjHx-gIKSP8dQUTqWVw.md
index 2fd5297f0..6c9ccf16d 100644
--- a/src/data/roadmaps/git-github/content/commit-msg@jzYjHx-gIKSP8dQUTqWVw.md
+++ b/src/data/roadmaps/git-github/content/commit-msg@jzYjHx-gIKSP8dQUTqWVw.md
@@ -1 +1,8 @@
-# commit-msg
\ No newline at end of file
+# commit-msg
+
+The commit-msg hook is a client-side hook that runs after you've committed changes to your repository. It's typically used to validate or modify the commit message before it's recorded in the Git history.
+
+Visit the following resources to learn more:
+
+- [@article@A Git-Hook for Commit Messages Validation - No Husky, Just JS](https://dev.to/mbarzeev/a-git-hook-for-commit-messages-validation-no-husky-just-js-1hni)
+- [@video@Git Hooks Made Easy: Create a Custom 'commit-msg' Hook Script](https://www.youtube.com/watch?v=yH1lBm5t97s)
\ No newline at end of file
diff --git a/src/data/roadmaps/git-github/content/committing-changes@2_z3R7seCvQVj-Na4H1SV.md b/src/data/roadmaps/git-github/content/committing-changes@2_z3R7seCvQVj-Na4H1SV.md
index 73d2cf2a7..4033a1991 100644
--- a/src/data/roadmaps/git-github/content/committing-changes@2_z3R7seCvQVj-Na4H1SV.md
+++ b/src/data/roadmaps/git-github/content/committing-changes@2_z3R7seCvQVj-Na4H1SV.md
@@ -1,8 +1,8 @@
 # Committing Changes
 
-Committing changes in Git is a crucial part of version control, allowing you to save your progress and record a snapshot of your project's current state
+Committing changes in Git is a crucial part of version control, allowing you to save your progress and record a snapshot of your project's current state.
 
-Learn more from the following resources:
+Visit the following resources to learn more:
 
 - [@official@How git commit works](https://github.com/git-guides/git-commit)
 - [@article@Git commit](https://www.atlassian.com/git/tutorials/saving-changes/git-commit)
diff --git a/src/data/roadmaps/git-github/content/contribution-guidelines@pJ-najh7dXhhYA_0bDiR5.md b/src/data/roadmaps/git-github/content/contribution-guidelines@pJ-najh7dXhhYA_0bDiR5.md
index 27171b0c2..20d77b3e3 100644
--- a/src/data/roadmaps/git-github/content/contribution-guidelines@pJ-najh7dXhhYA_0bDiR5.md
+++ b/src/data/roadmaps/git-github/content/contribution-guidelines@pJ-najh7dXhhYA_0bDiR5.md
@@ -2,9 +2,9 @@
 
 Contribution guidelines are essential for collaborative projects on GitHub as they help streamline collaboration, set expectations for contributions, and maintain the project's quality and consistency. 
 
-Learn more from the following resources:
+Visit the following resources to learn more:
 
 - [@official@Setting guidelines for respository contributors](https://docs.github.com/articles/setting-guidelines-for-repository-contributors)
 - [@official@Contributing Guidelines](https://github.blog/news-insights/contributing-guidelines/)
 - [@official@Contributing Guides: A Template](https://github.com/nayafia/contributing-template)
-- [@article@How to Build a CONTRIBUTING.md](https://mozillascience.github.io/working-open-workshop/contributing/)
+- [@article@How to Build a CONTRIBUTING.md](https://mozillascience.github.io/working-open-workshop/contributing/)
\ No newline at end of file
diff --git a/src/data/roadmaps/git-github/content/creating-account@i7fIIHcBEk473te8bniJ5.md b/src/data/roadmaps/git-github/content/creating-account@i7fIIHcBEk473te8bniJ5.md
index 7249c0d07..24cb75609 100644
--- a/src/data/roadmaps/git-github/content/creating-account@i7fIIHcBEk473te8bniJ5.md
+++ b/src/data/roadmaps/git-github/content/creating-account@i7fIIHcBEk473te8bniJ5.md
@@ -1,8 +1,7 @@
 # Creating Account
 
-To get started with GitHub, you'll need to create a free personal account on GitHub.com and verify your email address.
-Every person who uses GitHub.com signs in to a personal account. Your personal account is your identity on GitHub.com and has a username and profile.
+To get started with GitHub, you'll need to create a free personal account on GitHub.com and verify your email address. Every person who uses GitHub.com signs in to a personal account. Your personal account is your identity on GitHub.com and has a username and profile.
 
-Learn more from the following resources:
+Visit the following resources to learn more:
 
-- [@official@Creating an account on GitHub](https://docs.github.com/en/get-started/start-your-journey/creating-an-account-on-github)
\ No newline at end of file
+- [@official@Creating an account on GitHub](https://docs.github.com/en/get-started/start-your-journey/creating-an-account-on-github)
diff --git a/src/data/roadmaps/git-github/content/creating-branch@OegitQ5Ngjvd3ZfMpfrkM.md b/src/data/roadmaps/git-github/content/creating-branch@OegitQ5Ngjvd3ZfMpfrkM.md
index 71c7dd520..61e19c5c7 100644
--- a/src/data/roadmaps/git-github/content/creating-branch@OegitQ5Ngjvd3ZfMpfrkM.md
+++ b/src/data/roadmaps/git-github/content/creating-branch@OegitQ5Ngjvd3ZfMpfrkM.md
@@ -2,7 +2,7 @@
 
 Creating a branch in Git is a fundamental part of working with version control, allowing you to work on different features or fixes without affecting the main codebase. You can create branches either through the terminal or github interface
 
-Learn more from the following resources:
+Visit the following resources to learn more:
 
 - [@official@Git branch documentation](https://git-scm.com/docs/git-branch)
 - [@article@Git branch](https://www.atlassian.com/git/tutorials/using-branches)
diff --git a/src/data/roadmaps/git-github/content/creating-repositories@c_FO6xMixrrMo6iisfsvl.md b/src/data/roadmaps/git-github/content/creating-repositories@c_FO6xMixrrMo6iisfsvl.md
index aa4f59223..ed9f24690 100644
--- a/src/data/roadmaps/git-github/content/creating-repositories@c_FO6xMixrrMo6iisfsvl.md
+++ b/src/data/roadmaps/git-github/content/creating-repositories@c_FO6xMixrrMo6iisfsvl.md
@@ -2,6 +2,6 @@
 
 Creating a Git repository means setting up a system to track changes in your project's files over time. This is crucial for version control, allowing you to manage, review, and collaborate on code efficiently. 
 
-Learn more from the following resources:
+Visit the following resources to learn more:
 
 - [@official@Quickstart for repositories - GitHub Docs](https://docs.github.com/en/repositories/creating-and-managing-repositories/quickstart-for-repositories)
diff --git a/src/data/roadmaps/git-github/content/deleting-branch@1uDenoQ6zu7CT69FR2iQB.md b/src/data/roadmaps/git-github/content/deleting-branch@1uDenoQ6zu7CT69FR2iQB.md
index e46338704..3cf1eeced 100644
--- a/src/data/roadmaps/git-github/content/deleting-branch@1uDenoQ6zu7CT69FR2iQB.md
+++ b/src/data/roadmaps/git-github/content/deleting-branch@1uDenoQ6zu7CT69FR2iQB.md
@@ -2,7 +2,7 @@
 
 Deleting a Git branch means removing a line of development from your Git repository. A branch in Git is essentially a pointer to a specific commit, representing an independent line of development. When you delete a branch, you’re removing this pointer, making that line of development no longer accessible through the branch name.
 
-Learn more from the following resources:
+Visit the following resources to learn more:
 
 - [@official@Creating and deleting branches within your repository](https://docs.github.com/articles/creating-and-deleting-branches-within-your-repository)
 - [@article@How to Delete a Git Branch Both Locally and Remotely](https://www.freecodecamp.org/news/how-to-delete-a-git-branch-both-locally-and-remotely/)
diff --git a/src/data/roadmaps/git-github/content/detached-head@0cLf7FiI9CX--UX45sm2f.md b/src/data/roadmaps/git-github/content/detached-head@0cLf7FiI9CX--UX45sm2f.md
index 6c1c6cf72..d2effa1fb 100644
--- a/src/data/roadmaps/git-github/content/detached-head@0cLf7FiI9CX--UX45sm2f.md
+++ b/src/data/roadmaps/git-github/content/detached-head@0cLf7FiI9CX--UX45sm2f.md
@@ -1 +1,8 @@
-# Detached HEAD
\ No newline at end of file
+# Detached HEAD
+
+In Git, a detached head occurs when you check out a commit directly using its hash instead of a branch name. This leaves your repository's HEAD pointer pointing directly at that commit, rather than being linked to a specific branch. To view the history and changes made in a detached head, use `git log` or `git show`. If you want to see the differences between the current detached head and another branch, use `git diff <branch>`. A detached head can be a useful temporary state for exploring specific commits or features, but it's essential to merge those changes back into a branch before sharing them with others.
+
+Visit the following resources to learn more:
+
+- [@article@How to resolve detached HEAD state in Git](https://graphite.dev/guides/how-to-resolve-detached-head-state-in-git)
+- [@video@Head & Detached Head](https://www.youtube.com/watch?v=HvDjbAa9ZsY)
\ No newline at end of file
diff --git a/src/data/roadmaps/git-github/content/documentation@D2WIExwfSnkAPIa5O-Hp5.md b/src/data/roadmaps/git-github/content/documentation@D2WIExwfSnkAPIa5O-Hp5.md
index 7d8b3af51..1cc3b9e40 100644
--- a/src/data/roadmaps/git-github/content/documentation@D2WIExwfSnkAPIa5O-Hp5.md
+++ b/src/data/roadmaps/git-github/content/documentation@D2WIExwfSnkAPIa5O-Hp5.md
@@ -1 +1,16 @@
-# Documentation
\ No newline at end of file
+# Documentation
+
+A well-maintained repository should include documentation that helps others understand the project, its context, and how to contribute to it. This is essential for fostering a community around your project and making it easier for newcomers to join in.
+
+Here are some key sections of documentation that you should consider including in each repository:
+
+- README.md: A brief introduction to the project, explaining what it's about, why it exists, and how to get started.
+- CONTRIBUTING.md: Guidelines on how others can contribute to the project, including steps for reporting issues, submitting pull requests, or suggesting new features.
+- LICENSE: Information about the license under which the repository is released, ensuring users understand their rights and responsibilities when using your code.
+- CHANGELOG: A history of changes made to the project over time, highlighting significant updates, bug fixes, or feature additions.
+
+These documents help ensure a smooth onboarding process for contributors, making it easier for them to collaborate effectively and enhance the overall project.
+
+Visit the following resources to learn more:
+
+- [@article@How to Manage Documentation in a GitHub Repository: A Guide for Junior Developers](https://dev.to/mochafreddo/how-to-manage-documentation-in-a-github-repository-a-guide-for-junior-developers-pgo)
\ No newline at end of file
diff --git a/src/data/roadmaps/git-github/content/fast-forward-vs-non-ff@agtPWS8j6i6wQPk10cy8E.md b/src/data/roadmaps/git-github/content/fast-forward-vs-non-ff@agtPWS8j6i6wQPk10cy8E.md
index 9d581cb88..dc9e1a719 100644
--- a/src/data/roadmaps/git-github/content/fast-forward-vs-non-ff@agtPWS8j6i6wQPk10cy8E.md
+++ b/src/data/roadmaps/git-github/content/fast-forward-vs-non-ff@agtPWS8j6i6wQPk10cy8E.md
@@ -7,7 +7,7 @@ No new merge commit is created; the history is linear.
 
 A Non-Fast-Forward (No-FF) merge happens when the target branch has diverged from the branch being merged or when you explicitly choose to create a merge commit. In this case, Git creates a new commit that represents the merging of the two branches. Git creates a new merge commit that has two parent commits: one from the target branch and one from the branch being merged. The merge commit is a snapshot of the merged work, preserving the history of both branches.
 
-Learn more from the following resources:
+Visit the following resources to learn more:
 
 - [@article@Git Fast-Forward VS Non-Fast-Forward](https://leimao.github.io/blog/Git-Fast-Forward-VS-Non-Fast-Forward/)
 - [@article@Git Merge: To Squash Or Fast-Forward?](https://dev.to/trpricesoftware/git-merge-to-squash-or-fast-forward-3791)
diff --git a/src/data/roadmaps/git-github/content/fetch-without-merge@Gybnekbd1rJKTOf4hJ4Sh.md b/src/data/roadmaps/git-github/content/fetch-without-merge@Gybnekbd1rJKTOf4hJ4Sh.md
index d8aef27e0..3b6febd44 100644
--- a/src/data/roadmaps/git-github/content/fetch-without-merge@Gybnekbd1rJKTOf4hJ4Sh.md
+++ b/src/data/roadmaps/git-github/content/fetch-without-merge@Gybnekbd1rJKTOf4hJ4Sh.md
@@ -1 +1,9 @@
-# Fetch without Merge
\ No newline at end of file
+# Fetch without Merge
+
+Running `git fetch` retrieves changes from a remote repository into your local clone, but does not automatically merge any of these changes into your local working directory. This is different from `git pull`, which both fetches and merges remote changes. By using fetch without merge, you can ensure that your local clone is up-to-date with the latest information from the remote repository, while leaving your working directory unchanged. You can then choose to apply these changes by using merge or rebase. This approach helps maintain a clean and consistent local state, making it easier to manage and commit changes.
+
+Visit the following resources to learn more:
+
+- [@official@Git Fetch](https://git-scm.com/docs/git-fetch)
+- [@article@Git fetch](https://www.atlassian.com/git/tutorials/syncing/git-fetch)
+- [@video@Git Fetch | What is Git Fetch and How to Use it | Learn Git](https://www.youtube.com/watch?v=uEEcw1s_wWk)
\ No newline at end of file
diff --git a/src/data/roadmaps/git-github/content/forking-vs-cloning@l1Wf7Pe_ah8ycCgslfSK4.md b/src/data/roadmaps/git-github/content/forking-vs-cloning@l1Wf7Pe_ah8ycCgslfSK4.md
index e1fe12187..89653cdc0 100644
--- a/src/data/roadmaps/git-github/content/forking-vs-cloning@l1Wf7Pe_ah8ycCgslfSK4.md
+++ b/src/data/roadmaps/git-github/content/forking-vs-cloning@l1Wf7Pe_ah8ycCgslfSK4.md
@@ -4,7 +4,7 @@ Forking and cloning are two fundamental concepts in Git, particularly when worki
 Cloning a repository means creating a local copy of a repository that exists on a remote server (e.g., GitHub) on your local machine. This allows you to work on the project locally, make changes, and then push those changes back to the remote repository if you have the necessary permissions.
 Forking a repository is specific to platforms like GitHub, GitLab, and Bitbucket. When you fork a repository, you create a copy of someone else’s repository in your own account. This forked repository is independent of the original and can be modified without affecting the original project.
 
-Learn more from the following resources:
+Visit the following resources to learn more:
 
 - [@official@The difference between forking and cloning a repository](https://github.com/orgs/community/discussions/35849)
 - [@article@Git fork vs. clone: What's the difference?](https://www.theserverside.com/answer/Git-fork-vs-clone-Whats-the-difference)
diff --git a/src/data/roadmaps/git-github/content/git-attributes@CGj_UX5JMOOCKinedsNRc.md b/src/data/roadmaps/git-github/content/git-attributes@CGj_UX5JMOOCKinedsNRc.md
index cee2a9dd2..dff5a664a 100644
--- a/src/data/roadmaps/git-github/content/git-attributes@CGj_UX5JMOOCKinedsNRc.md
+++ b/src/data/roadmaps/git-github/content/git-attributes@CGj_UX5JMOOCKinedsNRc.md
@@ -1 +1,9 @@
-# Git Attributes
\ No newline at end of file
+# Git Attributes
+
+Git attributes are settings stored in the .gitattributes file, controlling how Git handles files in your repository. They can influence filtering (e.g., ignoring specific files), conversion (formatting or transforming files during Git operations), and formatting (applying consistent styles). These settings can be applied to specific file types (like *.txt) or filter files based on content patterns. Attributes also define smudge patterns (highlighting differences) and ignore patterns, helping maintain a clean repository by automatically applying intended settings for certain file types.
+
+Visit the following resources to learn more:
+
+- [@official@Customizing Git - Git Attributes](https://git-scm.com/book/en/v2/Customizing-Git-Git-Attributes)
+- [@opensource@gitattributes/gitattributes](https://github.com/gitattributes/gitattributes)
+- [@article@The benefits of git attributes and how to set them up](https://medium.com/@cloudwala/the-benefits-of-git-attributes-and-how-to-set-them-up-87f90251b8e0)
\ No newline at end of file
diff --git a/src/data/roadmaps/git-github/content/git-bisect@ExXuwTQSI_lg4SRGW3Iu1.md b/src/data/roadmaps/git-github/content/git-bisect@ExXuwTQSI_lg4SRGW3Iu1.md
index 593230876..dd6822aa0 100644
--- a/src/data/roadmaps/git-github/content/git-bisect@ExXuwTQSI_lg4SRGW3Iu1.md
+++ b/src/data/roadmaps/git-github/content/git-bisect@ExXuwTQSI_lg4SRGW3Iu1.md
@@ -1 +1,9 @@
-# Git Bisect
\ No newline at end of file
+# Git Bisect
+
+Git Bisect is an interactive tool used to identify which commit in your project's history introduced a bug or regression. You start by identifying two commits: one where the issue isn't present (the "good" commit) and another where it is (the "bad" commit). Then, run `git bisect start`, followed by `git bisect good` for the good commit and `git bisect bad` for the bad commit. Git Bisect will guide you through a binary search process, asking you to test the midpoint of your current range until it identifies the exact commit that introduced the bug or regression.
+
+Visit the following resources to learn more:
+
+- [@official@Git Bisect](https://git-scm.com/docs/git-bisect)
+- [@article@Using `git bisect` to find the faulty commit](https://dev.to/alvesjessica/using-git-bisect-to-find-the-faulty-commit-25gf)
+- [@video@Git Bisect | How to use Git Bisect | Learn Git](https://www.youtube.com/watch?v=z-AkSXDqodc)
\ No newline at end of file
diff --git a/src/data/roadmaps/git-github/content/git-commit---amend@NjPnEXLf1Lt9qzgxccogv.md b/src/data/roadmaps/git-github/content/git-commit---amend@NjPnEXLf1Lt9qzgxccogv.md
index c54360a61..b94e35637 100644
--- a/src/data/roadmaps/git-github/content/git-commit---amend@NjPnEXLf1Lt9qzgxccogv.md
+++ b/src/data/roadmaps/git-github/content/git-commit---amend@NjPnEXLf1Lt9qzgxccogv.md
@@ -1 +1,9 @@
-# git commit --amend
\ No newline at end of file
+# git commit --amend
+
+`git commit --amend` is a command used to modify the most recent commit in your repository's history by updating its message, adding or removing files, or changing the commit's metadata. This allows you to correct mistakes or improve the commit's description after it has been made. When using --amend, Git will replace the existing commit with a new one that includes any changes made since the last commit, effectively "amending" the previous commit.
+
+Visit the following resources to learn more:
+
+- [@article@Changing a commit message](https://docs.github.com/en/enterprise-cloud@latest/pull-requests/committing-changes-to-your-project/creating-and-editing-commits/changing-a-commit-message)
+- [@article@Rewriting history](https://www.atlassian.com/git/tutorials/rewriting-history)
+- [@video@Git Amend Tutorial: Rewrite Git History](https://www.youtube.com/watch?v=q53umU5vMkk)
\ No newline at end of file
diff --git a/src/data/roadmaps/git-github/content/git-config@NMCWgzhhfUvFOMO5GbF_u.md b/src/data/roadmaps/git-github/content/git-config@NMCWgzhhfUvFOMO5GbF_u.md
index b89d3f83b..947defbd2 100644
--- a/src/data/roadmaps/git-github/content/git-config@NMCWgzhhfUvFOMO5GbF_u.md
+++ b/src/data/roadmaps/git-github/content/git-config@NMCWgzhhfUvFOMO5GbF_u.md
@@ -4,7 +4,7 @@ The `git config` command is a convenience function that is used to set Git confi
 
 The most basic use case for `git config` is to invoke it with a configuration name, which will display the set value at that name. Configuration names are dot delimited strings composed of a 'section' and a 'key' based on their hierarchy. For example: `user.email`
 
-Learn more from the following resources:
+Visit the following resources to learn more:
 
 - [@official@Git - git-config Documentation](https://git-scm.com/docs/git-config)
 - [@article@git config | Atlassian Git Tutorial](https://www.atlassian.com/git/tutorials/setting-up-a-repository/git-config)
diff --git a/src/data/roadmaps/git-github/content/git-filter-branch@BKVA6Q7DXemAYjyQOA0nh.md b/src/data/roadmaps/git-github/content/git-filter-branch@BKVA6Q7DXemAYjyQOA0nh.md
index 1f22478ba..eca6f0310 100644
--- a/src/data/roadmaps/git-github/content/git-filter-branch@BKVA6Q7DXemAYjyQOA0nh.md
+++ b/src/data/roadmaps/git-github/content/git-filter-branch@BKVA6Q7DXemAYjyQOA0nh.md
@@ -1 +1,11 @@
-# git filter-branch
\ No newline at end of file
+# git filter-branch
+
+You can use `git filter-branch` to rewrite Git revision history by applying custom filters on each revision.
+
+- Filter types: You can modify trees (e.g., removing a file or running a Perl script) or information about each commit.
+- Preserving original data: The command preserves all original commit times, merge information, and other details unless specified otherwise.
+- Rewriting specific branches: Only the positive refs mentioned in the command line are rewritten; if no filters are specified, commits are recommitted without changes.
+
+Visit the following resources to learn more: 
+
+- [@official@git filter-branch](https://git-scm.com/docs/git-filter-branch)
\ No newline at end of file
diff --git a/src/data/roadmaps/git-github/content/git-hooks@pqBV7BMAs0z6qpfZeW2XP.md b/src/data/roadmaps/git-github/content/git-hooks@pqBV7BMAs0z6qpfZeW2XP.md
index 31b7781c2..8cdaf044d 100644
--- a/src/data/roadmaps/git-github/content/git-hooks@pqBV7BMAs0z6qpfZeW2XP.md
+++ b/src/data/roadmaps/git-github/content/git-hooks@pqBV7BMAs0z6qpfZeW2XP.md
@@ -1 +1,14 @@
-# Git hooks
\ No newline at end of file
+# Git hooks
+
+Git hooks are scripts that run automatically at specific points during the Git workflow, such as when you commit, push, or pull changes from a repository. These scripts can be used to perform various tasks, like validating code, formatting files, or even sending notifications.
+
+There are two types of Git hooks:
+
+- Client-side hooks: Run on your local machine before committing changes.
+- Server-side hooks: Run on the remote server when you push changes.
+
+Visit the following resources to learn more:
+
+- [@official@Customizing Git - Git Hooks](https://git-scm.com/book/en/v2/Customizing-Git-Git-Hooks)
+- [@article@Git hooks](https://www.atlassian.com/git/tutorials/git-hooks)
+- [@video@What are GitHooks? Explained in 5 minutes](https://www.youtube.com/watch?v=1OFiiPretCM)
\ No newline at end of file
diff --git a/src/data/roadmaps/git-github/content/git-init@1iOkbO5juk2LO-WZHx_W6.md b/src/data/roadmaps/git-github/content/git-init@1iOkbO5juk2LO-WZHx_W6.md
index 018643d06..76110da1b 100644
--- a/src/data/roadmaps/git-github/content/git-init@1iOkbO5juk2LO-WZHx_W6.md
+++ b/src/data/roadmaps/git-github/content/git-init@1iOkbO5juk2LO-WZHx_W6.md
@@ -2,7 +2,7 @@
 
 The `git init` command creates a new Git repository. It can be used to convert an existing, unversioned project to a Git repository or initialize a new, empty repository. Most other Git commands are not available outside of an initialized repository, so this is usually the first command you'll run in a new project.
 
-Learn more from the following resources:
+Visit the following resources to learn more:
 
 - [@official@Git - git-init Documentation](https://git-scm.com/docs/git-init)
-- [@article@git init | Atlassian Git Tutorial](https://www.atlassian.com/git/tutorials/setting-up-a-repository/git-init#:~:text=The%20git%20init%20command%20creates,run%20in%20a%20new%20project.)
+- [@article@git init | Atlassian Git Tutorial](https://www.atlassian.com/git/tutorials/setting-up-a-repository/git-init#:~:text=The%20git%20init%20command%20creates,run%20in%20a%20new%20project.)
\ No newline at end of file
diff --git a/src/data/roadmaps/git-github/content/git-lfs@zdunaucVe8J1tKf_z-NQo.md b/src/data/roadmaps/git-github/content/git-lfs@zdunaucVe8J1tKf_z-NQo.md
index dcfa7ad9a..8b91a7cb5 100644
--- a/src/data/roadmaps/git-github/content/git-lfs@zdunaucVe8J1tKf_z-NQo.md
+++ b/src/data/roadmaps/git-github/content/git-lfs@zdunaucVe8J1tKf_z-NQo.md
@@ -1 +1,8 @@
-# Git LFS
\ No newline at end of file
+# Git LFS
+
+Git Large File Storage (LFS) is an extension that helps manage large files by tracking metadata, not storing entire files. It allows storing and tracking binary assets like images, videos, audio files separately from your regular Git repository. By storing only metadata in your Git repository, you improve clone and push times, reducing storage usage. This approach is particularly useful for media repositories, large dataset storage, and binary asset management in game development. Note that Git LFS requires a separate server or storage system to store actual file content.
+
+Visit the following resources to learn more:
+
+- [@article@Learning About Git Large File System (LFS)](https://medium.com/swlh/learning-about-git-large-file-system-lfs-72e0c86cfbaf)
+- [@video@Git LFS (Large File Storage) | Learn Git](https://www.youtube.com/watch?v=jXsvFfksvd0)
\ No newline at end of file
diff --git a/src/data/roadmaps/git-github/content/git-log-options@qFEonbCMLri8iA0yONwuf.md b/src/data/roadmaps/git-github/content/git-log-options@qFEonbCMLri8iA0yONwuf.md
index c2bbd417d..90ac1c45e 100644
--- a/src/data/roadmaps/git-github/content/git-log-options@qFEonbCMLri8iA0yONwuf.md
+++ b/src/data/roadmaps/git-github/content/git-log-options@qFEonbCMLri8iA0yONwuf.md
@@ -1 +1,22 @@
-# git log options
\ No newline at end of file
+# git log options
+
+`git log` is a command in Git that shows the commit history of your repository. It provides a detailed view of all commits, including their hashes, authors, dates, and messages.
+
+Here are some common git log options:
+
+- `-2`: Only show the last two commits.
+- `--all`: Show all branches in the repository.
+- `--graph`: Display the commit history as a graph.
+- `--pretty`: Enable clean colorized output.
+- `--no-color`: Disable colorized output.
+- `--stat`: Show a statistical summary of changes.
+- `**-S`: Only show commits with modified files.
+
+You can combine these options to tailor your log output to suit your needs.
+
+For example, `git log -2 --graph` will display the last two commits in graph form.
+
+Visit the following resources to learn more:
+
+- [@official@Git Log](https://git-scm.com/docs/git-log)
+- [@article@Git Log Cheatsheet](https://elijahmanor.com/blog/git-log)
diff --git a/src/data/roadmaps/git-github/content/git-patch@sFf1PdFfmEdQxsEntfeFq.md b/src/data/roadmaps/git-github/content/git-patch@sFf1PdFfmEdQxsEntfeFq.md
index 6223fa71d..4f5de10e6 100644
--- a/src/data/roadmaps/git-github/content/git-patch@sFf1PdFfmEdQxsEntfeFq.md
+++ b/src/data/roadmaps/git-github/content/git-patch@sFf1PdFfmEdQxsEntfeFq.md
@@ -1 +1,8 @@
-# Git Patch
\ No newline at end of file
+# Git Patch
+
+In Git, a patch is a file that contains a set of changes made to a project's codebase. It's essentially a diff (difference) file that shows the modifications between two versions of a commit or a branch. However, despite its usefulness in certain contexts, the use of Git patches has declined somewhat with the advent of more modern and efficient ways to manage code changes.
+
+Visit the following resources to learn more:
+
+- [@article@Git Patch](https://www.gitkraken.com/learn/git/git-patch)
+- [@article@How to generate and apply patches with git?](https://gist.github.com/nepsilon/22bc62a23f785716705c)
\ No newline at end of file
diff --git a/src/data/roadmaps/git-github/content/git-push---force@OQOmxg9mCfcjt80hpvXkA.md b/src/data/roadmaps/git-github/content/git-push---force@OQOmxg9mCfcjt80hpvXkA.md
index 5cefaa844..b901622de 100644
--- a/src/data/roadmaps/git-github/content/git-push---force@OQOmxg9mCfcjt80hpvXkA.md
+++ b/src/data/roadmaps/git-github/content/git-push---force@OQOmxg9mCfcjt80hpvXkA.md
@@ -1 +1,8 @@
-# git push --force
\ No newline at end of file
+# git push --force
+
+`git push --force` is a command that allows you to overwrite or "force" an existing commit on a remote repository with a new commit from your local repository. This can be useful in certain situations, such as when you need to update the remote branch with changes that were previously rejected or when you want to remove commits that are no longer relevant. However, it's essential to exercise caution when using git push --force because it can overwrite changes made by others or even your own previous work. Always verify that there are no conflicting changes on the remote repository before using this command.
+
+Visit the following resources to learn more:
+
+- [@article@Git Push Force](https://www.gitkraken.com/learn/git/problems/git-push-force)
+- [@video@How to force push to GitHub?](https://www.youtube.com/watch?v=wgXbfLn-zkI)
\ No newline at end of file
diff --git a/src/data/roadmaps/git-github/content/git-rebase@HMEfUFNu_Wp_Pac7VWHr-.md b/src/data/roadmaps/git-github/content/git-rebase@HMEfUFNu_Wp_Pac7VWHr-.md
index c37e73eef..1153f0838 100644
--- a/src/data/roadmaps/git-github/content/git-rebase@HMEfUFNu_Wp_Pac7VWHr-.md
+++ b/src/data/roadmaps/git-github/content/git-rebase@HMEfUFNu_Wp_Pac7VWHr-.md
@@ -2,9 +2,9 @@
 
 Git rebase is a powerful command in Git that allows you to integrate changes from one branch into another. Unlike git merge, which creates a new commit to combine the histories of two branches, git rebase moves or applies commits from one branch on top of another, effectively re-writing the commit history.
 
-Learn more from the following resources:
+Visit the following resources to learn more:
 
 - [@official@Git - git-rebase Documentation](https://git-scm.com/docs/git-rebase)
 - [@article@git rebase ](https://www.atlassian.com/git/tutorials/rewriting-history/git-rebase)
 - [@video@git rebase - Why, When &amp; How to fix conflicts](https://youtu.be/DkWDHzmMvyg?si=59jauQgkL-sMewzo)
-- [@video@Git Rebase --interactive: EXPLAINED](https://youtu.be/H7RFt0Pxxp8?si=gLhfkVW_PmWHBQSs)
+- [@video@Git Rebase --interactive: EXPLAINED](https://youtu.be/H7RFt0Pxxp8?si=gLhfkVW_PmWHBQSs)
\ No newline at end of file
diff --git a/src/data/roadmaps/git-github/content/git-reflog@hru0sL1-D4bJSQI1efEyU.md b/src/data/roadmaps/git-github/content/git-reflog@hru0sL1-D4bJSQI1efEyU.md
index 5f6131028..075ee0680 100644
--- a/src/data/roadmaps/git-github/content/git-reflog@hru0sL1-D4bJSQI1efEyU.md
+++ b/src/data/roadmaps/git-github/content/git-reflog@hru0sL1-D4bJSQI1efEyU.md
@@ -2,9 +2,9 @@
 
 Git reflog is a powerful tool in Git that keeps a record of all the changes made to the branches and commits in your repository, including actions that are not part of the regular commit history, such as resetting branches or checking out commits. It's particularly useful for recovering lost commits or understanding the history of changes in your repository, even if those changes are not reflected in the normal commit history.Reflog stands for "reference log." It records when the tip of branches or other references (like HEAD) is updated in your repository.
 
-Learn more from the following resources:
+Visit the following resources to learn more:
 
 - [@official@Git - git-reflog Documentation](https://git-scm.com/docs/git-reflog)
 - [@article@What is the Git Reflog? | Learn Version Control with Git](https://www.git-tower.com/learn/git/faq/what-is-git-reflog)
 - [@video@Learn Git Essentials 12: Git Reflog](https://youtu.be/RVu8lpS7JFY?si=eNGBpsYfHtlyPClj)
-- [@video@Git Reflog Command. Get all log details of the reference using git reflog show command](https://youtu.be/I4f4pddD16g?si=0Ny7xOJgiPgdfuh6)
+- [@video@Git Reflog Command. Get all log details of the reference using git reflog show command](https://youtu.be/I4f4pddD16g?si=0Ny7xOJgiPgdfuh6)
\ No newline at end of file
diff --git a/src/data/roadmaps/git-github/content/git-remotes@aWx9WHUrgofcTr8B-fQYe.md b/src/data/roadmaps/git-github/content/git-remotes@aWx9WHUrgofcTr8B-fQYe.md
index b2bb3f6f5..6895d8362 100644
--- a/src/data/roadmaps/git-github/content/git-remotes@aWx9WHUrgofcTr8B-fQYe.md
+++ b/src/data/roadmaps/git-github/content/git-remotes@aWx9WHUrgofcTr8B-fQYe.md
@@ -1 +1,8 @@
-# Git Remotes
\ No newline at end of file
+# Git Remotes
+
+In Git, a remote is a reference to a repository that exists on another server or system. Remotes allow you to access and interact with a copy of your repository that is stored elsewhere, making it possible to collaborate with others, share your work, and maintain multiple copies of your repository for backup and disaster recovery purposes. When you add a remote to your local repository, Git creates a reference to the remote repository, enabling you to push changes from your local repository to the remote one, pull changes from the remote to your local one, or fetch changes from the remote without updating your local copy. This enables distributed development and helps maintain a centralized version of your project's history, making it easier to track changes, manage conflicts, and ensure that everyone has access to the most up-to-date code.
+
+Visit the following resources to learn more:
+
+- [@article@About remote repositories](https://docs.github.com/en/get-started/getting-started-with-git/about-remote-repositories)
+- [@video@What is a Remote Repository? [Beginner Git Tutorial]](https://www.youtube.com/watch?v=Lb4yvfrX_7I)
\ No newline at end of file
diff --git a/src/data/roadmaps/git-github/content/git-reset@igrR7LguU1jemg_mf_AD6.md b/src/data/roadmaps/git-github/content/git-reset@igrR7LguU1jemg_mf_AD6.md
index 4a95f04ab..8db3f100f 100644
--- a/src/data/roadmaps/git-github/content/git-reset@igrR7LguU1jemg_mf_AD6.md
+++ b/src/data/roadmaps/git-github/content/git-reset@igrR7LguU1jemg_mf_AD6.md
@@ -1 +1,8 @@
-# git reset
\ No newline at end of file
+# git reset
+
+Git reset is a command that allows you to "undo" or reset your current branch to a previous state by moving its HEAD pointer, effectively discarding changes made since then. When using git reset, it's essential to specify one of the three modes: soft, hard, or mixed. The mode you choose will determine how Git interacts with files in your working directory and staging area.
+
+Visit the following resources to learn more:
+
+- [@article@Git reset](https://www.atlassian.com/git/tutorials/undoing-changes/git-reset)
+- [@video@Git Reset | How to Use Git Reset | Learn Git](https://www.youtube.com/watch?v=s1idhUiCk38)
\ No newline at end of file
diff --git a/src/data/roadmaps/git-github/content/git-revert@dLr55Om7IOvI53c1DgTKc.md b/src/data/roadmaps/git-github/content/git-revert@dLr55Om7IOvI53c1DgTKc.md
index 922d46c3e..38f39e8e4 100644
--- a/src/data/roadmaps/git-github/content/git-revert@dLr55Om7IOvI53c1DgTKc.md
+++ b/src/data/roadmaps/git-github/content/git-revert@dLr55Om7IOvI53c1DgTKc.md
@@ -1 +1,14 @@
-# git revert
\ No newline at end of file
+# git revert
+
+Git revert is a command that allows you to "undo" or revert specific commits in your Git repository. It creates a new commit that reverses the changes made by the specified commit(s), effectively rolling back your code to a previous state.
+
+Here are some key things to know about `git revert`:
+
+- Reverts changes, not moves HEAD: Unlike `git reset`, which can move your current branch's head to a different point in history, `git revert` creates new commits that reverse the changes made by specific commit(s).
+- Creates new commits: Each time you use `git revert`, it creates a new commit that undoes the specified change. This means your Git history will still contain all previous commits.
+- Can be used with multiple commits: If you want to revert multiple commits, simply specify their hashes or references (e.g., branch names) separated by commas.
+
+Visit the following resources to learn more:
+
+- [@article@Git Revert](https://medium.com/@meghasharmaa704/git-revert-84727b543c17)
+- [@video@Git Revert - Visualised](https://www.youtube.com/watch?v=XJqQPNudPSY)
\ No newline at end of file
diff --git a/src/data/roadmaps/git-github/content/git-stash-basics@X9K3PBpGsMoXkJsKdJPI7.md b/src/data/roadmaps/git-github/content/git-stash-basics@X9K3PBpGsMoXkJsKdJPI7.md
index d459ecde8..e9561ebfb 100644
--- a/src/data/roadmaps/git-github/content/git-stash-basics@X9K3PBpGsMoXkJsKdJPI7.md
+++ b/src/data/roadmaps/git-github/content/git-stash-basics@X9K3PBpGsMoXkJsKdJPI7.md
@@ -1 +1,14 @@
-# Git Stash Basics
\ No newline at end of file
+# Git Stash Basics
+
+Git stash allows you to temporarily save your changes, or "stashes", when they're not yet ready for commit. This feature is useful when you need to work on multiple tasks, and want to switch between them without committing changes that are not complete. By using `git stash`, you can quickly stash uncommitted changes, reset the working directory to a clean state, and then apply the stashed changes later when they're ready for commit. This helps avoid cluttering the commit history with incomplete work, and allows you to maintain a clean and organized repository by separating your progress on different tasks.
+
+To apply a stash in Git, you can use the following commands:
+
+- `git stash apply`: This command applies the topmost stash (the most recent one) by default. It will merge the stashed changes into your current working directory.
+- `git stash apply <stash_name>`: If you want to specify a particular stash, you can use its name instead of default. For example, if you've stored multiple stashes and want to apply an earlier one, you can use <stash_name>.
+- `git stash pop`: This command is similar to apply, but it also automatically deletes the applied stash from the stash list. If you need more control over which stash to apply, using pop might be a better option.
+
+Visit the following resources to learn more:
+
+- [@article@Git stash](https://www.atlassian.com/git/tutorials/saving-changes/git-stash)
+- [@article@A practical guide to using the git stash command](https://opensource.com/article/21/4/git-stash)
\ No newline at end of file
diff --git a/src/data/roadmaps/git-github/content/git-vs-other-vcs@_jSTrYN9G8EsGHkbusKPU.md b/src/data/roadmaps/git-github/content/git-vs-other-vcs@_jSTrYN9G8EsGHkbusKPU.md
index 3403156db..79b1ab817 100644
--- a/src/data/roadmaps/git-github/content/git-vs-other-vcs@_jSTrYN9G8EsGHkbusKPU.md
+++ b/src/data/roadmaps/git-github/content/git-vs-other-vcs@_jSTrYN9G8EsGHkbusKPU.md
@@ -1 +1,12 @@
-# Git vs Other VCS
\ No newline at end of file
+# Git vs Other VCS
+
+Git has become the de facto standard for source control in software development, but it's not the only version control system (VCS) available. Here are some key differences between Git and other popular VCS:
+
+- Mercurial: Mercurial is a distributed VCS that uses a similar architecture to Git. However, it has a more centralized approach and doesn't use hashes for tracking changes.
+- Subversion: Subversion is a centralized VCS that's often compared to Git. While both systems support branching and merging, Subversion requires a central server to manage the repository.
+- Perforce: Perforce is a commercial VCS that's designed for large-scale development projects. It uses a centralized approach and has features like build automation and issue tracking.
+- CVS: CVS is an older version control system that's still in use today. However, it lacks many modern features and is often considered outdated.
+
+Visit the following resources to learn more:
+
+- [@article@Git vs. Other VCS: A Comparative Analysis](https://medium.com/@pascalchinedu2000/git-vs-other-vcs-a-comparative-analysis-5cb03ad58e0e)
\ No newline at end of file
diff --git a/src/data/roadmaps/git-github/content/git-worktree@4dxVN81rXWn6VZqK99yq0.md b/src/data/roadmaps/git-github/content/git-worktree@4dxVN81rXWn6VZqK99yq0.md
index 10c701bfb..b3d220880 100644
--- a/src/data/roadmaps/git-github/content/git-worktree@4dxVN81rXWn6VZqK99yq0.md
+++ b/src/data/roadmaps/git-github/content/git-worktree@4dxVN81rXWn6VZqK99yq0.md
@@ -1 +1,8 @@
-# Git Worktree
\ No newline at end of file
+# Git Worktree
+
+A Git worktree allows you to create multiple working directories for a single repository, each with its own checkout and index. Unlike a regular checkout, which creates a new working directory for a specific branch and updates your IDE's configuration settings, a Git worktree does not require you to switch between branches using git checkout. This means you can have multiple branches checked out at the same time without affecting each other or requiring changes to your IDE configurations. By creating a separate worktree for each branch, you can stage changes independently and maintain distinct working directories without impacting the main repository or its working directory.
+
+Visit the following resources to learn more:
+
+- [@article@Git Worktree](https://www.gitkraken.com/learn/git/git-worktree)
+- [@video@Manage Branches easily using Git Worktree](https://www.youtube.com/watch?v=cRunWRC8ye0)
\ No newline at end of file
diff --git a/src/data/roadmaps/git-github/content/github-actions@AmetdCURXXob5TUsikAab.md b/src/data/roadmaps/git-github/content/github-actions@AmetdCURXXob5TUsikAab.md
index 0de2b32f4..08434a058 100644
--- a/src/data/roadmaps/git-github/content/github-actions@AmetdCURXXob5TUsikAab.md
+++ b/src/data/roadmaps/git-github/content/github-actions@AmetdCURXXob5TUsikAab.md
@@ -4,5 +4,7 @@ GitHub Actions is a very useful tool for automation, allowing developers to auto
 
 One of the best ways to learn about GitHub Actions is through the course offered by Microsoft Learn. This course is well-structured and provides practical examples that are concise and easy to understand.
 
+Visit the following resources to learn more:
+
 - [@course@Microsoft Learn: Introduction to GitHub Actions](https://learn.microsoft.com/en-us/collections/n5p4a5z7keznp5)
-- [@course@YouTube: GitHub Actions Playlist](https://www.youtube.com/watch?v=-hVG9z0fCac&list=PLArH6NjfKsUhvGHrpag7SuPumMzQRhUKY&pp=iAQB)
+- [@course@YouTube: GitHub Actions Playlist](https://www.youtube.com/watch?v=-hVG9z0fCac&list=PLArH6NjfKsUhvGHrpag7SuPumMzQRhUKY&pp=iAQB)
\ No newline at end of file
diff --git a/src/data/roadmaps/git-github/content/github-api@NV2HAXLEN7tskfgyFrbaf.md b/src/data/roadmaps/git-github/content/github-api@NV2HAXLEN7tskfgyFrbaf.md
index 0287eaecf..741ce88f5 100644
--- a/src/data/roadmaps/git-github/content/github-api@NV2HAXLEN7tskfgyFrbaf.md
+++ b/src/data/roadmaps/git-github/content/github-api@NV2HAXLEN7tskfgyFrbaf.md
@@ -1,3 +1,8 @@
 # GitHub API
 
-The GitHub API is a powerful tool that allows developers to interact with the GitHub platform programmatically. It provides access to various GitHub features, such as user data, repository information, and commit history.
\ No newline at end of file
+The GitHub API is a powerful tool that allows developers to interact with the GitHub platform programmatically. It provides access to various GitHub features, such as user data, repository information, and commit history, through both REST and GraphQL interfaces. The API supports authentication, implements rate limiting, and offers webhooks for real-time notifications, enabling developers to automate tasks, create custom integrations, and build applications that leverage GitHub's functionality.
+
+Visit the following resources to learn more:
+
+- [@official@official API Docs](https://docs.github.com/en/rest?apiVersion=2022-11-28)
+- [@article@Getting started](https://docs.github.com/en/rest/using-the-rest-api/getting-started-with-the-rest-api?apiVersion=2022-11-28)
\ No newline at end of file
diff --git a/src/data/roadmaps/git-github/content/github-cli@h9cf_dh_pwjialOXOlNW-.md b/src/data/roadmaps/git-github/content/github-cli@h9cf_dh_pwjialOXOlNW-.md
index fc22e332e..d92e7a6bd 100644
--- a/src/data/roadmaps/git-github/content/github-cli@h9cf_dh_pwjialOXOlNW-.md
+++ b/src/data/roadmaps/git-github/content/github-cli@h9cf_dh_pwjialOXOlNW-.md
@@ -1 +1,8 @@
-# GitHub CLI
\ No newline at end of file
+# GitHub CLI
+
+GitHub CLI is a command-line interface tool that brings GitHub functionality to your terminal. It allows developers to interact with GitHub directly from the command line, enabling them to manage repositories, create issues, pull requests, and perform various GitHub operations without leaving their terminal environment. This powerful tool streamlines workflows, enhances productivity, and provides a seamless integration between local development and GitHub's collaborative features, making it easier for developers to incorporate GitHub into their daily coding routines.
+
+Visit the following resources to learn more:
+
+- [@official@official GitHub CLI Docs](https://cli.github.com/)
+- [@video@What is the GitHub CLI?](https://www.youtube.com/watch?v=uy_PEGgUF4U)
diff --git a/src/data/roadmaps/git-github/content/github-discussions@snWQHCQECZyUXHdn6ppIk.md b/src/data/roadmaps/git-github/content/github-discussions@snWQHCQECZyUXHdn6ppIk.md
index 27c122b9f..733f9dd36 100644
--- a/src/data/roadmaps/git-github/content/github-discussions@snWQHCQECZyUXHdn6ppIk.md
+++ b/src/data/roadmaps/git-github/content/github-discussions@snWQHCQECZyUXHdn6ppIk.md
@@ -1 +1,8 @@
-# GitHub Discussions
\ No newline at end of file
+# GitHub Discussions
+
+GitHub Discussions is a collaborative communication feature within GitHub repositories that provides a dedicated space for community conversations, questions, and knowledge sharing. It allows team members, contributors, and users to engage in threaded discussions, share ideas, ask for help, and make announcements outside of specific code changes or issues. This feature enhances project collaboration by centralizing important conversations, reducing noise in the issue tracker, and fostering a sense of community around open-source projects or team initiatives.
+
+Visit the following resources to learn more:
+
+- [@video@What is GitHub Discussions?](https://www.youtube.com/watch?v=bErGYN3Ljz8)
+- [@official@official GitHub Discussions Docs](https://docs.github.com/en/discussions)
\ No newline at end of file
diff --git a/src/data/roadmaps/git-github/content/github-education@pFyMiyNQ16-kP7jKaKKEU.md b/src/data/roadmaps/git-github/content/github-education@pFyMiyNQ16-kP7jKaKKEU.md
index 6c7759572..520c929f7 100644
--- a/src/data/roadmaps/git-github/content/github-education@pFyMiyNQ16-kP7jKaKKEU.md
+++ b/src/data/roadmaps/git-github/content/github-education@pFyMiyNQ16-kP7jKaKKEU.md
@@ -1,3 +1,8 @@
 # GitHub Education
 
-GitHub Education is a program that provides free and discounted access to GitHub's developer tools, services, and resources for students, teachers, and researchers. This program aims to support education and research in software development, by making it easier for students and educators to learn, collaborate, and build projects on GitHub. By using GitHub Education, students can gain hands-on experience with real-world coding challenges, while educators can create a more engaging and interactive learning environment.
\ No newline at end of file
+GitHub Education is a program that provides free and discounted access to GitHub's developer tools, services, and resources for students, teachers, and researchers. This program aims to support education and research in software development, by making it easier for students and educators to learn, collaborate, and build projects on GitHub. By using GitHub Education, students can gain hands-on experience with real-world coding challenges, while educators can create a more engaging and interactive learning environment.
+
+Visit the following resources to learn more:
+
+- [@official@official GitHub Education Docs](https://education.github.com/)
+- [@video@GitHub GitHub Education: free programs, technology, and opportunities available for Students](https://www.youtube.com/watch?v=HIVFdN9VGgw)
\ No newline at end of file
diff --git a/src/data/roadmaps/git-github/content/github-essentials@NeSvgS2yA5x8qbcJHrV__.md b/src/data/roadmaps/git-github/content/github-essentials@NeSvgS2yA5x8qbcJHrV__.md
index 68df35adf..b5cbab580 100644
--- a/src/data/roadmaps/git-github/content/github-essentials@NeSvgS2yA5x8qbcJHrV__.md
+++ b/src/data/roadmaps/git-github/content/github-essentials@NeSvgS2yA5x8qbcJHrV__.md
@@ -1 +1,3 @@
-# GitHub Essentials
\ No newline at end of file
+# GitHub Essentials
+
+GitHub Essentials refers to the core features and functionalities that form the foundation of GitHub's version control and collaboration platform. These essentials include repositories for storing and managing code, branches for parallel development, pull requests for code review and merging, issues for tracking tasks and bugs, and collaborative tools like project boards and wikis. Understanding and mastering these fundamental components allows developers to effectively manage their projects, collaborate with team members, and contribute to open-source initiatives, making GitHub an indispensable tool in modern software development workflows.
\ No newline at end of file
diff --git a/src/data/roadmaps/git-github/content/github-gists@M2_hBvXou7cCNqsMnexCt.md b/src/data/roadmaps/git-github/content/github-gists@M2_hBvXou7cCNqsMnexCt.md
index 8637acd2c..77bc688a2 100644
--- a/src/data/roadmaps/git-github/content/github-gists@M2_hBvXou7cCNqsMnexCt.md
+++ b/src/data/roadmaps/git-github/content/github-gists@M2_hBvXou7cCNqsMnexCt.md
@@ -2,7 +2,6 @@
 
 A GitHub Gist is a small code or text snippet that can be shared with others. It is a simple way to share code, configuration files, or other snippets of text without creating a full-fledged repository. Gists are useful for sharing examples, demos, or tutorials, and they can also serve as a starting point for larger projects. Each gist has a unique URL that can be shared with others, allowing them to view and edit the content. Gists support various file types, including code files, text files, and even images. They also provide features like syntax highlighting, line numbers, and commit history.
 
-
 Visit the following resources to learn more:
 
 - [@official@Creating gists](https://docs.github.com/en/get-started/writing-on-github/editing-and-sharing-content-with-gists/creating-gists)
diff --git a/src/data/roadmaps/git-github/content/github-interface@qZFtRABvlBbVvsy6T00J2.md b/src/data/roadmaps/git-github/content/github-interface@qZFtRABvlBbVvsy6T00J2.md
index bf7a783ca..14b46849c 100644
--- a/src/data/roadmaps/git-github/content/github-interface@qZFtRABvlBbVvsy6T00J2.md
+++ b/src/data/roadmaps/git-github/content/github-interface@qZFtRABvlBbVvsy6T00J2.md
@@ -1 +1,8 @@
-# GitHub Interface
\ No newline at end of file
+# GitHub Interface
+
+The GitHub interface is a web-based platform that provides a user-friendly environment for managing and collaborating on software projects. It offers a comprehensive set of tools and features accessible through an intuitive layout, including repository management, code browsing, issue tracking, pull requests, and project boards. The interface is designed to streamline workflows, facilitate team communication, and enhance productivity for developers of all skill levels. With its clean and organized structure, users can easily navigate between different sections of their projects, review code changes, manage tasks, and interact with team members, making it an essential tool for modern software development and version control.
+
+Visit the following resources to learn more:
+
+- [@official@GitHub Desktop App](https://github.com/apps/desktop)
+- [@article@Getting Started with GitHub](https://digital.gov/resources/an-introduction-github/)
\ No newline at end of file
diff --git a/src/data/roadmaps/git-github/content/github-organizations@RMrxQLhrINO5g4Mhxh5qS.md b/src/data/roadmaps/git-github/content/github-organizations@RMrxQLhrINO5g4Mhxh5qS.md
index ff55952c9..7942fc542 100644
--- a/src/data/roadmaps/git-github/content/github-organizations@RMrxQLhrINO5g4Mhxh5qS.md
+++ b/src/data/roadmaps/git-github/content/github-organizations@RMrxQLhrINO5g4Mhxh5qS.md
@@ -1 +1,8 @@
-# GitHub Organizations
\ No newline at end of file
+# GitHub Organizations
+
+GitHub Organizations are shared accounts that provide centralized management and collaboration for multiple projects and teams. They offer enhanced administrative controls, allowing owners to create teams with specific access permissions, manage member roles, and oversee repositories at scale. Organizations facilitate better project coordination, resource sharing, and team communication, making them ideal for businesses, open-source projects, and large-scale collaborations. With features like team discussions, project boards, and audit logs, GitHub Organizations streamline workflow management and foster a more structured and secure development environment.
+
+Visit the following resources to learn more:
+
+- [@official@About Organizations](https://docs.github.com/en/organizations/collaborating-with-groups-in-organizations/about-organizations)
+- [@video@Set up a GitHub Organization](https://www.youtube.com/watch?v=XowSSIhJFuk)
\ No newline at end of file
diff --git a/src/data/roadmaps/git-github/content/github-projects@DzFJDdqnSy5GeGHWOpcVo.md b/src/data/roadmaps/git-github/content/github-projects@DzFJDdqnSy5GeGHWOpcVo.md
index 396e5f66e..ec50b44d4 100644
--- a/src/data/roadmaps/git-github/content/github-projects@DzFJDdqnSy5GeGHWOpcVo.md
+++ b/src/data/roadmaps/git-github/content/github-projects@DzFJDdqnSy5GeGHWOpcVo.md
@@ -1 +1,8 @@
-# GitHub Projects
\ No newline at end of file
+# GitHub Projects
+
+GitHub Projects is a flexible project management tool integrated directly into GitHub repositories. It allows teams to create customizable project boards, track issues and pull requests, and manage workflows using Kanban-style columns or table views. With features like automated workflows, custom fields, and various visualization options, GitHub Projects helps teams organize, prioritize, and track work across multiple repositories. This tool enhances collaboration, increases transparency, and streamlines project management processes, making it easier for developers and stakeholders to stay aligned on project goals and progress.
+
+Visit the following resources to learn more:
+
+- [@official@About Projects](https://docs.github.com/en/issues/planning-and-tracking-with-projects/learning-about-projects/about-projects)
+- [@video@How to use Projects Roadmap](https://www.youtube.com/watch?v=D80u__nYYWw)
\ No newline at end of file
diff --git a/src/data/roadmaps/git-github/content/github-releases@YmnTrjJtqHPXbEVrP8vd7.md b/src/data/roadmaps/git-github/content/github-releases@YmnTrjJtqHPXbEVrP8vd7.md
index a13f580a6..ddd31d2eb 100644
--- a/src/data/roadmaps/git-github/content/github-releases@YmnTrjJtqHPXbEVrP8vd7.md
+++ b/src/data/roadmaps/git-github/content/github-releases@YmnTrjJtqHPXbEVrP8vd7.md
@@ -1 +1,8 @@
-# GitHub Releases
\ No newline at end of file
+# GitHub Releases
+
+GitHub Releases is a feature that allows developers to package and distribute software versions to users. It provides a way to create tagged points in a repository's history, attach binary files (such as compiled executables or packaged code), and include release notes. This feature makes it easy to track and manage different versions of a project, share pre-compiled binaries with users who may not want to build from source, and communicate changes and updates to the community. GitHub Releases integrates seamlessly with Git tags and can be automated as part of a continuous integration and deployment pipeline.
+
+Visit the following resources to learn more:
+
+- [@official@About Releases](https://docs.github.com/en/repositories/releasing-projects-on-github/about-releases)
+- [@article@REST API endpoints for releases](https://docs.github.com/en/rest/releases/releases?apiVersion=2022-11-28)
\ No newline at end of file
diff --git a/src/data/roadmaps/git-github/content/github-wikis@Ddkss13_qDJTquDHbVTVs.md b/src/data/roadmaps/git-github/content/github-wikis@Ddkss13_qDJTquDHbVTVs.md
index 772097c91..0ec044cb6 100644
--- a/src/data/roadmaps/git-github/content/github-wikis@Ddkss13_qDJTquDHbVTVs.md
+++ b/src/data/roadmaps/git-github/content/github-wikis@Ddkss13_qDJTquDHbVTVs.md
@@ -1 +1,8 @@
-# GitHub Wikis
\ No newline at end of file
+# GitHub Wikis
+
+GitHub Wikis are collaborative documentation spaces integrated directly into GitHub repositories. They provide a platform for teams to create, edit, and organize project-related information, such as documentation, guidelines, and FAQs. Wikis support Markdown formatting, making it easy to structure content and include images or links. With version control and the ability to clone wiki repositories, teams can collaboratively maintain up-to-date documentation alongside their code, enhancing project understanding and facilitating knowledge sharing among contributors and users.
+
+Visit the following resources to learn more:
+
+- [@official@About Wikis](https://docs.github.com/en/communities/documenting-your-project-with-wikis/about-wikis)
+- [@article@Documenting your project with Wikis](https://docs.github.com/en/communities/documenting-your-project-with-wikis)
diff --git a/src/data/roadmaps/git-github/content/gitignore@oz2oRAhaEQb0Fm3aRJQG8.md b/src/data/roadmaps/git-github/content/gitignore@oz2oRAhaEQb0Fm3aRJQG8.md
index 2479a2fab..6067bff9c 100644
--- a/src/data/roadmaps/git-github/content/gitignore@oz2oRAhaEQb0Fm3aRJQG8.md
+++ b/src/data/roadmaps/git-github/content/gitignore@oz2oRAhaEQb0Fm3aRJQG8.md
@@ -2,7 +2,7 @@
 
 Ignored files are tracked in a special file named `.gitignore` that is checked in at the root of your repository. There is no explicit git ignore command: instead the `.gitignore` file must be edited and committed by hand when you have new files that you wish to ignore. `.gitignore` files contain patterns that are matched against file names in your repository to determine whether or not they should be ignored.
 
-Learn more from the following resources:
+Visit the following resources to learn more:
 
 - [@official@gitignore Documentation](https://git-scm.com/docs/gitignore/en)
 - [@article@.gitignore file - ignoring files in Git | Atlassian Git Tutorial](https://www.atlassian.com/git/tutorials/saving-changes/gitignore)
diff --git a/src/data/roadmaps/git-github/content/handling-conflicts@9Dt4Gyiiq5jteWSKxsRMK.md b/src/data/roadmaps/git-github/content/handling-conflicts@9Dt4Gyiiq5jteWSKxsRMK.md
index f4dc596d7..521f61df4 100644
--- a/src/data/roadmaps/git-github/content/handling-conflicts@9Dt4Gyiiq5jteWSKxsRMK.md
+++ b/src/data/roadmaps/git-github/content/handling-conflicts@9Dt4Gyiiq5jteWSKxsRMK.md
@@ -1 +1,9 @@
-# Handling Conflicts
\ No newline at end of file
+# Handling Conflicts
+
+When multiple developers work on the same project simultaneously, conflicts can arise during the merging process. This occurs when changes made by different individuals overlap or contradict each other in a specific code file. In such situations, Git's conflict resolution mechanism comes into play, allowing users to manually resolve these issues and merge the conflicting changes.
+
+Visit the following resources to learn more:
+
+- [@article@Resolving a merge conflict using the command line](https://docs.github.com/en/pull-requests/collaborating-with-pull-requests/addressing-merge-conflicts/resolving-a-merge-conflict-using-the-command-line)
+- [@article@Resolve merge conflicts in Visual Studio](https://learn.microsoft.com/en-us/visualstudio/version-control/git-resolve-conflicts?view=vs-2022)
+- [@video@Resolve Git MERGE CONFLICTS: The Definitive Guide](https://www.youtube.com/watch?v=Sqsz1-o7nXk)
\ No newline at end of file
diff --git a/src/data/roadmaps/git-github/content/head@V8nLIvddyOKTzEjOJX5GW.md b/src/data/roadmaps/git-github/content/head@V8nLIvddyOKTzEjOJX5GW.md
index 73f340a32..70969c9a4 100644
--- a/src/data/roadmaps/git-github/content/head@V8nLIvddyOKTzEjOJX5GW.md
+++ b/src/data/roadmaps/git-github/content/head@V8nLIvddyOKTzEjOJX5GW.md
@@ -1 +1,8 @@
-# HEAD
\ No newline at end of file
+# HEAD
+
+The `HEAD` file is at the core of how Git knows the SHA-1 of the last commit when running commands like `git branch <branch>`. It serves as a symbolic reference, pointing to the current branch. However, in rare cases, HEAD can contain the actual SHA-1 value of a Git object, such as when checking out a tag, commit, or remote branch, which puts your repository in a "detached HEAD" state.
+
+Visit the following resources to learn more:
+
+- [@official@Git Internals - Git References - The HEAD](https://git-scm.com/book/en/v2/Git-Internals-Git-References#:~:text=want%20to%20create.-,The%20HEAD,-The%20question%20now)
+- [@video@Learn Git Essentials: Head & Detached Head](https://www.youtube.com/watch?v=HvDjbAa9ZsY)
\ No newline at end of file
diff --git a/src/data/roadmaps/git-github/content/history@zen3RRdK9_nPAYgicRoHk.md b/src/data/roadmaps/git-github/content/history@zen3RRdK9_nPAYgicRoHk.md
index 8d32e8eac..f1d991aa8 100644
--- a/src/data/roadmaps/git-github/content/history@zen3RRdK9_nPAYgicRoHk.md
+++ b/src/data/roadmaps/git-github/content/history@zen3RRdK9_nPAYgicRoHk.md
@@ -1 +1,7 @@
-# History
\ No newline at end of file
+# History
+
+The history of a Git repository is a record of all commits made over time, including changes to files, commit messages, and metadata. This history is stored as a series of snapshots, with each commit representing a new version of the codebase.
+
+Visit the following resources to learn more:
+
+- [@official@Git Basics - Viewing the Commit History](https://git-scm.com/book/en/v2/Git-Basics-Viewing-the-Commit-History)
\ No newline at end of file
diff --git a/src/data/roadmaps/git-github/content/installation-and-setup@vHfpoVbOW0DHNtiy0VN4X.md b/src/data/roadmaps/git-github/content/installation-and-setup@vHfpoVbOW0DHNtiy0VN4X.md
index e575b1c63..472dd064a 100644
--- a/src/data/roadmaps/git-github/content/installation-and-setup@vHfpoVbOW0DHNtiy0VN4X.md
+++ b/src/data/roadmaps/git-github/content/installation-and-setup@vHfpoVbOW0DHNtiy0VN4X.md
@@ -1 +1,11 @@
-# Installation and Setup
\ No newline at end of file
+# Installation and Setup
+
+The GitHub CLI can be installed on Windows, macOS, and Linux operating systems. Installation options include downloading binaries directly from the release page or using package managers (such as homebrew, pip, etc).
+
+Once installed, setting up the GitHub CLI typically involves authenticating with your GitHub account by running `gh auth login` in your terminal. This step is essential for linking your GitHub credentials to the CLI, allowing you to interact with your repositories and perform various actions.
+
+Visit the following resources to learn more:
+
+- [@official@GitHub CLI - Installation](https://github.com/cli/cli?tab=readme-ov-file#installation)
+- [@official@GitHub CLI - Release](https://github.com/cli/cli/releases/)
+- [@official@GitHub CLI quickstart](https://docs.github.com/en/github-cli/github-cli/quickstart)
\ No newline at end of file
diff --git a/src/data/roadmaps/git-github/content/installing-git-locally@v7hCNbgPByi3YiLSs46BK.md b/src/data/roadmaps/git-github/content/installing-git-locally@v7hCNbgPByi3YiLSs46BK.md
index 7546e9e98..c28f74d6e 100644
--- a/src/data/roadmaps/git-github/content/installing-git-locally@v7hCNbgPByi3YiLSs46BK.md
+++ b/src/data/roadmaps/git-github/content/installing-git-locally@v7hCNbgPByi3YiLSs46BK.md
@@ -1 +1,14 @@
-# Installing Git Locally
\ No newline at end of file
+# Installing Git Locally
+
+To use Git on your local machine, you need to install it first. The installation process varies depending on your operating system:
+
+- On Windows: Download the binary from the official Git or GitHub release page and follow the installation instructions.
+- On macOS (using Homebrew): Run `brew install git` in your terminal.
+- On Linux: Run `sudo apt-get install git` or `sudo yum install git` depending on your distribution.
+
+Once installed, you can verify the Git version by running `git --version` in your terminal. This will display the currently installed Git version.
+
+Visit the following resources to learn more:
+
+- [@official@Git - Downloads](https://git-scm.com/downloads)
+- [@article@Install Git](https://github.com/git-guides/install-git)
\ No newline at end of file
diff --git a/src/data/roadmaps/git-github/content/issue-management@kGnZifvXbHBf5zXIsfAQw.md b/src/data/roadmaps/git-github/content/issue-management@kGnZifvXbHBf5zXIsfAQw.md
index 81448b9b1..0b3d7892a 100644
--- a/src/data/roadmaps/git-github/content/issue-management@kGnZifvXbHBf5zXIsfAQw.md
+++ b/src/data/roadmaps/git-github/content/issue-management@kGnZifvXbHBf5zXIsfAQw.md
@@ -1 +1,14 @@
-# Issue Management
\ No newline at end of file
+# Issue Management
+
+The GitHub CLI provides a range of features for managing issues within your repository. Here are some key actions you can perform:
+
+- Listing issues: Run `gh issue list` to view a list of all open and closed issues.
+- Creating issues: Use `gh issue create --title "Issue Title" --body "Issue body"` to create a new issue with the specified title and body.
+- Assigning issues: Run `gh issue assign <issue-number> <username>` to assign an issue to a specific user.
+- Labelling issues: Use `gh issue label <issue-number> <label-name>` to add a label to an existing issue.
+- Closing issues: Run `gh issue close <issue-number>` to mark an issue as closed.
+
+Visit the following resources to learn more:
+
+- [@official@gh issue](https://cli.github.com/manual/gh_issue)
+- [@video@Manage GitHub Issues From The Command Line Using GitHub CLI](https://www.youtube.com/watch?v=nuCQiP41jU0)
\ No newline at end of file
diff --git a/src/data/roadmaps/git-github/content/issues@crdllx5cH_seIpgVPvHg_.md b/src/data/roadmaps/git-github/content/issues@crdllx5cH_seIpgVPvHg_.md
index 6c7be6f39..65d714b13 100644
--- a/src/data/roadmaps/git-github/content/issues@crdllx5cH_seIpgVPvHg_.md
+++ b/src/data/roadmaps/git-github/content/issues@crdllx5cH_seIpgVPvHg_.md
@@ -1 +1,18 @@
-# Issues
\ No newline at end of file
+# Issues
+
+On GitHub, an issue is a way to track and report bugs, feature requests, or other problems with a repository. Here are some key aspects of issues:
+
+- Creating issues: Users can create new issues by submitting a form on the repository's Issues page.
+- Issue titles and descriptions: Each issue has a title and body (description), which provide context for the problem or request.
+- Assignees: Issues can be assigned to specific users, who are then responsible for addressing the issue.
+- Labels: Labels are used to categorize issues by topic, priority, or other criteria. This helps filter and organize issues within a repository.
+- States: Issues have states that reflect their status, such as "Open", "Closed", or "Pending".
+- Comments: Users can comment on existing issues to discuss or provide additional context.
+- Labels and milestones: Issues can be associated with labels (topics) and milestones (deadlines), which help filter and prioritize them.
+
+Issues are a core feature of GitHub repositories, enabling teams to collaborate effectively on resolving problems and implementing new features.
+
+Visit the following resources to learn more:
+
+- [@official@About Issues](https://docs.github.com/en/issues/tracking-your-work-with-issues/about-issues)
+- [@video@What is GitHub Issues?](https://www.youtube.com/watch?v=6HWw7rhwvtY)
\ No newline at end of file
diff --git a/src/data/roadmaps/git-github/content/kanban-boards@RFJgfuxoVxt22QlwLI5mW.md b/src/data/roadmaps/git-github/content/kanban-boards@RFJgfuxoVxt22QlwLI5mW.md
index 1d812a8f3..4c1b8e378 100644
--- a/src/data/roadmaps/git-github/content/kanban-boards@RFJgfuxoVxt22QlwLI5mW.md
+++ b/src/data/roadmaps/git-github/content/kanban-boards@RFJgfuxoVxt22QlwLI5mW.md
@@ -1 +1,10 @@
-# Kanban Boards
\ No newline at end of file
+# Kanban Boards
+
+On GitHub, Kanban boards provide a visual representation of issues as they move through the development process.
+
+A Kanban board typically has columns representing different stages or states, such as "To-Do", "In-Progress", and "Done". Each issue is represented by a card on the board, which can be moved between columns as its state changes. Users can drag and drop issue cards to move them from one column to another, reflecting progress or completion.
+
+Visit the following resources to learn more:
+
+- [@official@Projects - Boards - Changing the layout of a view](https://docs.github.com/en/issues/planning-and-tracking-with-projects/customizing-views-in-your-project/changing-the-layout-of-a-view)
+- [@video@GitHub Project Management - Create GitHub Project Board & Automations](https://www.youtube.com/watch?v=oPQgFxHcjAw)
\ No newline at end of file
diff --git a/src/data/roadmaps/git-github/content/labelling-issues--prs@y4DkB5NvTh41IeT0G2gr-.md b/src/data/roadmaps/git-github/content/labelling-issues--prs@y4DkB5NvTh41IeT0G2gr-.md
index c4caf4051..740c79771 100644
--- a/src/data/roadmaps/git-github/content/labelling-issues--prs@y4DkB5NvTh41IeT0G2gr-.md
+++ b/src/data/roadmaps/git-github/content/labelling-issues--prs@y4DkB5NvTh41IeT0G2gr-.md
@@ -1 +1,14 @@
-# Labelling Issues / PRs
\ No newline at end of file
+# Labelling Issues / PRs
+
+On GitHub, labels are a way to categorize issues and pull requests (PRs) by topic, priority, or other criteria. Some common labels used are:
+
+- `Bug`
+- `Duplicate`
+- `Enhancement`
+- `Feature request`
+- `High priority`
+- `Needs feedback`
+
+Visit the following resources to learn more:
+
+- [@official@Managing labels](https://docs.github.com/en/issues/using-labels-and-milestones-to-track-work/managing-labels)
\ No newline at end of file
diff --git a/src/data/roadmaps/git-github/content/learn-the-basics@HlUUGj3dOZ68t4gIjerXh.md b/src/data/roadmaps/git-github/content/learn-the-basics@HlUUGj3dOZ68t4gIjerXh.md
index cf50892ad..3d3f2bd26 100644
--- a/src/data/roadmaps/git-github/content/learn-the-basics@HlUUGj3dOZ68t4gIjerXh.md
+++ b/src/data/roadmaps/git-github/content/learn-the-basics@HlUUGj3dOZ68t4gIjerXh.md
@@ -2,7 +2,7 @@
 
 A Version Control System (VCS) is a tool that helps developers manage changes to their code over time. It allows multiple versions of a project to exist simultaneously, making it easier to collaborate with others and maintain a record of all modifications.
 
-Learn more from the following resources:
+Visit the following resources to learn more:
 
 - [@article@What is version control?](https://www.atlassian.com/git/tutorials/what-is-version-control)
 - [@article@What is Git? - The Complete Guide to Git](https://www.datacamp.com/blog/all-about-git)
diff --git a/src/data/roadmaps/git-github/content/linear-vs-non-linear@lXC07j6dOa3rQixY1P-Ob.md b/src/data/roadmaps/git-github/content/linear-vs-non-linear@lXC07j6dOa3rQixY1P-Ob.md
index 39f733120..57e61d1e2 100644
--- a/src/data/roadmaps/git-github/content/linear-vs-non-linear@lXC07j6dOa3rQixY1P-Ob.md
+++ b/src/data/roadmaps/git-github/content/linear-vs-non-linear@lXC07j6dOa3rQixY1P-Ob.md
@@ -1 +1,11 @@
-# Linear vs Non-Linear
\ No newline at end of file
+# Linear vs Non-Linear
+
+In Git, linear and non-linear history refer to different ways of managing commit history.
+
+- Linear history: A repository with a linear history has commits that are applied in a single, sequential order.
+- Non-linear history: A repository with a non-linear history allows multiple branches or lines of development, which can be merged back into the main branch at different points.
+
+Visit the following resources to learn more:
+
+- [@article@Linear vs Non-Linear History](https://idiv-biodiversity.github.io/git-knowledge-base/linear-vs-nonlinear.html)
+- [@article@Linear git history - Part I](https://jun-sheng.medium.com/linear-git-history-part-i-b97184dde252#:~:text=The%20benefit%20of%20having%20a%20linear%20git%20history&text=It%20is%20easier%20to%20understand,bisect%20to%20track%20a%20bug.)
\ No newline at end of file
diff --git a/src/data/roadmaps/git-github/content/local-vs-global-config@tVvxC5JQgUb_B8kOqYpD8.md b/src/data/roadmaps/git-github/content/local-vs-global-config@tVvxC5JQgUb_B8kOqYpD8.md
index 5eefab112..bfc8c4e8c 100644
--- a/src/data/roadmaps/git-github/content/local-vs-global-config@tVvxC5JQgUb_B8kOqYpD8.md
+++ b/src/data/roadmaps/git-github/content/local-vs-global-config@tVvxC5JQgUb_B8kOqYpD8.md
@@ -1 +1,11 @@
-# Local vs Global Config
\ No newline at end of file
+# Local vs Global Config
+
+To manage local and global configuration settings, you can use the git config command with the --local and --global options.
+
+- Local configuration: Run `git config --local [key] [value]` to set a local configuration setting for the current repository.
+- Global configuration: Use `git config --global [key] [value]` to set a global configuration setting that applies to all repositories on your system.
+
+Visit the following resources to learn more:
+
+- [@official@Customizing Git - Git Configuration](https://git-scm.com/book/en/v2/Customizing-Git-Git-Configuration)
+- [@article@A step-by-step guide to setting up global Git config properties](https://medium.com/geekculture/a-step-by-step-guide-to-setting-up-git-config-global-properties-db6dbce30fa8)
\ No newline at end of file
diff --git a/src/data/roadmaps/git-github/content/managing-remotes@sBQOInoFBU9XfkPZ-JlyT.md b/src/data/roadmaps/git-github/content/managing-remotes@sBQOInoFBU9XfkPZ-JlyT.md
index 6c9f868f4..f07958922 100644
--- a/src/data/roadmaps/git-github/content/managing-remotes@sBQOInoFBU9XfkPZ-JlyT.md
+++ b/src/data/roadmaps/git-github/content/managing-remotes@sBQOInoFBU9XfkPZ-JlyT.md
@@ -1 +1,14 @@
-# Managing Remotes
\ No newline at end of file
+# Managing Remotes
+
+In Git, a remote repository refers to a copy of a project's source code stored on a server or other machine.
+
+- Adding remotes: Use `git remote add [name] [url]` to add a new remote repository. This allows you to track changes and push/pull updates from the remote.
+- Listing remotes: Run `git remote -v` to list all configured remotes with their URLs.
+- Renaming remotes: Update the name of an existing remote using `git remote rename [old-name] [new-name]`.
+- Deleting remotes: Remove a remote repository with `git remote remove [name]`.
+
+Managing remotes is essential for collaborating on projects or tracking changes from upstream sources.
+
+Visit the following resources to learn more:
+
+- [@official@Managing remote repositories](https://docs.github.com/en/get-started/getting-started-with-git/managing-remote-repositories)
\ No newline at end of file
diff --git a/src/data/roadmaps/git-github/content/managing-tags@NeU38WPbEphJuJ_AMkH82.md b/src/data/roadmaps/git-github/content/managing-tags@NeU38WPbEphJuJ_AMkH82.md
index ec70c5e10..2a3d30ae9 100644
--- a/src/data/roadmaps/git-github/content/managing-tags@NeU38WPbEphJuJ_AMkH82.md
+++ b/src/data/roadmaps/git-github/content/managing-tags@NeU38WPbEphJuJ_AMkH82.md
@@ -1 +1,14 @@
-# Managing Tags
\ No newline at end of file
+# Managing Tags
+
+In Git, a tag is a named reference to a specific commit in the project's history.
+
+- Creating tags: Use `git tag [name] [commit-hash]` to create a new tag. You can also use `git tag -a [name] -m "[message]" [commit-hash]` for annotated tags.
+- Listing tags: Run `git tag` to display all existing tags.
+- Deleting tags: Remove an existing tag with `git tag -d [tag-name]`.
+
+Tags can be used for marking releases, milestones, or other significant events in a project's history.
+
+Visit the following resources to learn more:
+
+- [@official@Git Basics - Tagging](https://git-scm.com/book/en/v2/Git-Basics-Tagging)
+- [@article@Git — Use Tags for Versioning and Release Management](https://medium.com/@KeyurRamoliya/git-use-tags-for-versioning-and-release-management-09aca9631eee)
\ No newline at end of file
diff --git a/src/data/roadmaps/git-github/content/markdown@1Ulxl4VUvRSfyCPpi-iv8.md b/src/data/roadmaps/git-github/content/markdown@1Ulxl4VUvRSfyCPpi-iv8.md
index 9bb15a14b..0d12eedb2 100644
--- a/src/data/roadmaps/git-github/content/markdown@1Ulxl4VUvRSfyCPpi-iv8.md
+++ b/src/data/roadmaps/git-github/content/markdown@1Ulxl4VUvRSfyCPpi-iv8.md
@@ -1 +1,14 @@
-# Markdown
\ No newline at end of file
+# Markdown
+
+Markdown is a simple way to add formatting to text without using HTML tags or other complex syntax. It's easy to read and write, making it suitable for documentation, README files, and more. Some basic GitHub Markdown features include:
+
+- Basic syntax: Use headers (`# Heading`), bold/italic text (**bold**, *italic*), and lists (- item) to format text.
+- Links: Create links with `[text](url)` or `[text][ref]`.
+- Images: Embed images with `[![alt-text](image-url)]`.
+
+By using Markdown, you can easily format text within your GitHub repository, making it easier to read and understand for yourself and others.
+
+Visit the following resources to learn more:
+
+- [@official@Basic writing and formatting syntax](https://docs.github.com/en/get-started/writing-on-github/getting-started-with-writing-and-formatting-on-github/basic-writing-and-formatting-syntax)
+- [@article@Markdown Cheatsheet](https://github.com/adam-p/markdown-here/wiki/Markdown-Cheatsheet)
\ No newline at end of file
diff --git a/src/data/roadmaps/git-github/content/marketplace-actions@SsogoCgJIbeTD6tk8UhTe.md b/src/data/roadmaps/git-github/content/marketplace-actions@SsogoCgJIbeTD6tk8UhTe.md
index cf3830cdc..024a93a5a 100644
--- a/src/data/roadmaps/git-github/content/marketplace-actions@SsogoCgJIbeTD6tk8UhTe.md
+++ b/src/data/roadmaps/git-github/content/marketplace-actions@SsogoCgJIbeTD6tk8UhTe.md
@@ -1 +1,13 @@
-# Marketplace Actions
\ No newline at end of file
+# Marketplace Actions
+
+The GitHub Marketplace offers a wide range of pre-built actions that can be used to automate tasks and workflows within your repository.
+
+- Automate tasks: Use marketplace actions to automate tasks such as testing, deployment, or security.
+- Customize workflows: Create custom workflows using marketplace actions to tailor the build process to specific needs.
+- Streamline development: By automating repetitive tasks, developers can focus on code quality and collaboration.
+
+These actions are created by the GitHub community and can be easily added to your workflow to enhance productivity and efficiency.
+
+Visit the following resources to learn more:
+
+- [@official@GitHub MarketPlace - Actions](https://github.com/marketplace?type=actions)
\ No newline at end of file
diff --git a/src/data/roadmaps/git-github/content/mentions@oWMaOWU06juoIuzXNe-wt.md b/src/data/roadmaps/git-github/content/mentions@oWMaOWU06juoIuzXNe-wt.md
index 8142a126d..a1e620944 100644
--- a/src/data/roadmaps/git-github/content/mentions@oWMaOWU06juoIuzXNe-wt.md
+++ b/src/data/roadmaps/git-github/content/mentions@oWMaOWU06juoIuzXNe-wt.md
@@ -1 +1,3 @@
-# Mentions
\ No newline at end of file
+# Mentions
+
+Mentions on GitHub allow you to notify specific users or teams about comments, issues, pull requests, or other activities. This feature improves collaboration by encouraging participation and discussion among team members, increasing visibility of important topics, and streamlining communication within your repository. To use mentions, simply type `@username` or `@teamname` in a comment, and GitHub will auto-complete the mention as you type, automatically linking their username to the comment and notifying them about the discussion.
\ No newline at end of file
diff --git a/src/data/roadmaps/git-github/content/merge-strategies@0rHDUbAdXqH9zQW2VfJ8v.md b/src/data/roadmaps/git-github/content/merge-strategies@0rHDUbAdXqH9zQW2VfJ8v.md
index e170e6f2e..fc5c5b3ed 100644
--- a/src/data/roadmaps/git-github/content/merge-strategies@0rHDUbAdXqH9zQW2VfJ8v.md
+++ b/src/data/roadmaps/git-github/content/merge-strategies@0rHDUbAdXqH9zQW2VfJ8v.md
@@ -1 +1,9 @@
-# Merge Strategies
\ No newline at end of file
+# Merge Strategies
+
+When combining changes from one branch into another, Git provides various merge strategies to choose from. These methods allow for flexibility and customization in integrating code updates into your main branch. The available options include:
+
+- Fast Forward (FF)
+- Non-Fast Forward
+- Rebase
+- Squash
+- Cherry Picking
\ No newline at end of file
diff --git a/src/data/roadmaps/git-github/content/merging-basics@sNuy6NMjLOEkJlqdEjFPq.md b/src/data/roadmaps/git-github/content/merging-basics@sNuy6NMjLOEkJlqdEjFPq.md
index 4f4b789bd..eeaf57a62 100644
--- a/src/data/roadmaps/git-github/content/merging-basics@sNuy6NMjLOEkJlqdEjFPq.md
+++ b/src/data/roadmaps/git-github/content/merging-basics@sNuy6NMjLOEkJlqdEjFPq.md
@@ -1 +1,8 @@
-# Merging Basics
\ No newline at end of file
+# Merging Basics
+
+A merge in Git is the process of combining changes from one branch into another. When you want to integrate updates from one branch (the source) into another branch (the target), you need to perform a merge. This involves resolving conflicts between the two branches, if any exist. The goal of merging is to create a new commit that represents the combined changes from both branches, resulting in a single, cohesive history for your project.
+
+Visit the following resources to learn more:
+
+- [@official@Git Branching - Basic Merging](https://git-scm.com/book/en/v2/Git-Branching-Basic-Branching-and-Merging#:~:text=into%20master%20later.-,Basic%20Merging,-Suppose%20you%E2%80%99ve%20decided)
+- [@article@Git merge](https://www.atlassian.com/git/tutorials/using-branches/git-merge)
\ No newline at end of file
diff --git a/src/data/roadmaps/git-github/content/post-checkout@SANEQI2rgOtsMQyn4qUCq.md b/src/data/roadmaps/git-github/content/post-checkout@SANEQI2rgOtsMQyn4qUCq.md
index a2693ef7d..23f0b8183 100644
--- a/src/data/roadmaps/git-github/content/post-checkout@SANEQI2rgOtsMQyn4qUCq.md
+++ b/src/data/roadmaps/git-github/content/post-checkout@SANEQI2rgOtsMQyn4qUCq.md
@@ -1 +1,7 @@
-# post-checkout
\ No newline at end of file
+# post-checkout
+
+Git post-checkout hooks are scripts that run automatically after a successful `git checkout` operation. These hooks provide a way to customize Git's behavior and perform specific actions when switching branches or updating the working directory. Post-checkout hooks can be used for tasks such as updating dependencies, regenerating files, or adjusting project settings based on the newly checked-out branch. They offer developers a powerful tool to automate workflows and maintain consistency across different branches in a Git repository.
+
+Visit the following resources to learn more:
+
+- [@official@Post-checkout hooks](https://git-scm.com/docs/githooks#_post_checkout)
\ No newline at end of file
diff --git a/src/data/roadmaps/git-github/content/post-update@buxb5TpzQ-xxn0vqtGdS3.md b/src/data/roadmaps/git-github/content/post-update@buxb5TpzQ-xxn0vqtGdS3.md
index 0f627474c..09bc67a65 100644
--- a/src/data/roadmaps/git-github/content/post-update@buxb5TpzQ-xxn0vqtGdS3.md
+++ b/src/data/roadmaps/git-github/content/post-update@buxb5TpzQ-xxn0vqtGdS3.md
@@ -1 +1,7 @@
-# post-update
\ No newline at end of file
+# post-update
+
+Git post-update hooks are scripts that run automatically after a successful push to a repository. These hooks are executed on the remote repository and are typically used for server-side tasks such as updating other services, triggering continuous integration processes, or notifying team members about changes. Post-update hooks provide a powerful mechanism for automating workflows and maintaining consistency across different parts of a project's infrastructure, making them an essential tool for streamlining development processes and enhancing collaboration in Git-based projects.
+
+Visit the following resources to learn more:
+
+- [@official@Post-update hooks](https://git-scm.com/docs/githooks#post-update)
\ No newline at end of file
diff --git a/src/data/roadmaps/git-github/content/pr-from-a-fork@8lXXVFkgK6n5IHaYkYe3l.md b/src/data/roadmaps/git-github/content/pr-from-a-fork@8lXXVFkgK6n5IHaYkYe3l.md
index 71b5b84f5..93aec6eb4 100644
--- a/src/data/roadmaps/git-github/content/pr-from-a-fork@8lXXVFkgK6n5IHaYkYe3l.md
+++ b/src/data/roadmaps/git-github/content/pr-from-a-fork@8lXXVFkgK6n5IHaYkYe3l.md
@@ -1 +1,8 @@
-# PR from a Fork
\ No newline at end of file
+# PR from a Fork
+
+Creating a pull request from a fork on GitHub is a common workflow for contributing to open-source projects or collaborating on repositories you don't have direct write access to. After forking the original repository to your GitHub account, you can make changes in your fork, commit them, and then create a pull request to propose these changes to the original repository. This process allows project maintainers to review your contributions, discuss any necessary modifications, and ultimately merge your changes into the main project if they're approved. It's an essential feature that facilitates collaboration and code review in distributed development environments.
+
+Visit the following resources to learn more:
+
+- [@official@Creating a pull request from a fork](https://docs.github.com/en/pull-requests/collaborating-with-pull-requests/proposing-changes-to-your-work-with-pull-requests/creating-a-pull-request-from-a-fork)
+- [@video@How to Create a Pull Request from a Fork on GitHub](https://www.youtube.com/watch?v=a_FLqX3vGR4)
diff --git a/src/data/roadmaps/git-github/content/pr-guidelines@GwDNk2HBjASr_NWIL4G3-.md b/src/data/roadmaps/git-github/content/pr-guidelines@GwDNk2HBjASr_NWIL4G3-.md
index 84b6287c0..6d1eada20 100644
--- a/src/data/roadmaps/git-github/content/pr-guidelines@GwDNk2HBjASr_NWIL4G3-.md
+++ b/src/data/roadmaps/git-github/content/pr-guidelines@GwDNk2HBjASr_NWIL4G3-.md
@@ -1 +1,8 @@
-# PR Guidelines
\ No newline at end of file
+# PR Guidelines
+
+Pull Request (PR) guidelines are essential for maintaining a smooth and efficient code review process in collaborative development environments. These guidelines typically outline best practices for creating, formatting, and submitting PRs, ensuring that changes are well-documented, easy to review, and align with the project's standards. They may cover aspects such as PR size, commit message formatting, documentation requirements, and testing expectations. By establishing clear PR guidelines, teams can streamline their workflow, improve code quality, and facilitate effective communication among contributors.
+
+Visit the following resources to learn more:
+
+- [@official@Best practices for pull requests](https://docs.github.com/en/pull-requests/collaborating-with-pull-requests/getting-started/best-practices-for-pull-requests)
+- [@article@Pull Request Guidelines](https://opensource.creativecommons.org/contributing-code/pr-guidelines/)
\ No newline at end of file
diff --git a/src/data/roadmaps/git-github/content/pre-commit@HhpAIzYMlMiQ9msrYZyDB.md b/src/data/roadmaps/git-github/content/pre-commit@HhpAIzYMlMiQ9msrYZyDB.md
index ede66d28b..e7ffbd389 100644
--- a/src/data/roadmaps/git-github/content/pre-commit@HhpAIzYMlMiQ9msrYZyDB.md
+++ b/src/data/roadmaps/git-github/content/pre-commit@HhpAIzYMlMiQ9msrYZyDB.md
@@ -1 +1,8 @@
-# pre-commit
\ No newline at end of file
+# pre-commit
+
+Git pre-commit hooks are scripts that run automatically before a commit is created, allowing developers to enforce code quality standards and catch issues early in the development process. These hooks can perform tasks such as linting, formatting, running tests, or checking for sensitive information, ensuring that only clean and compliant code is committed to the repository. By intercepting the commit process, pre-commit hooks help maintain code consistency, reduce errors, and streamline the overall development workflow, making them a valuable tool for enforcing best practices and improving code quality across a project.
+
+Visit the following resources to learn more:
+
+- [@opensource@pre-commit/pre-commit](https://github.com/pre-commit/pre-commit)
+- [@official@Git Hooks](https://www.atlassian.com/git/tutorials/git-hooks)
\ No newline at end of file
diff --git a/src/data/roadmaps/git-github/content/pre-push@j5kWEUKwBFg5EMm8-61K9.md b/src/data/roadmaps/git-github/content/pre-push@j5kWEUKwBFg5EMm8-61K9.md
index f50fac16d..ef45f789e 100644
--- a/src/data/roadmaps/git-github/content/pre-push@j5kWEUKwBFg5EMm8-61K9.md
+++ b/src/data/roadmaps/git-github/content/pre-push@j5kWEUKwBFg5EMm8-61K9.md
@@ -1 +1,9 @@
-# pre-push
\ No newline at end of file
+# pre-push
+
+Git pre-push hooks are scripts that run automatically before a push operation is executed, providing a final checkpoint to validate changes before they are shared with a remote repository. These hooks allow developers to perform last-minute checks, such as running tests, linting code, or verifying commit messages, to ensure that only high-quality and compliant code is pushed. By intercepting the push process, pre-push hooks help maintain code integrity, prevent accidental pushes of incomplete or broken code, and enforce project-specific rules, making them a valuable tool for maintaining code quality and consistency across distributed development teams.
+
+
+Visit the following resources to learn more:
+
+- [@article@pre-push hooks](https://dev.to/jameson/pre-push-hooks-42g5)
+- [@video@Detect secrets with a pre-commit git hook](https://www.youtube.com/watch?v=8bDKn3y7Br4)
\ No newline at end of file
diff --git a/src/data/roadmaps/git-github/content/private-vs-public@HEqBbw_A4ZbJI5zEy8ViN.md b/src/data/roadmaps/git-github/content/private-vs-public@HEqBbw_A4ZbJI5zEy8ViN.md
index dbc038bdf..ccb9de50f 100644
--- a/src/data/roadmaps/git-github/content/private-vs-public@HEqBbw_A4ZbJI5zEy8ViN.md
+++ b/src/data/roadmaps/git-github/content/private-vs-public@HEqBbw_A4ZbJI5zEy8ViN.md
@@ -1 +1,7 @@
-# Private vs Public
\ No newline at end of file
+# Private vs Public
+
+GitHub offers both private and public repositories, each serving different purposes in software development. Public repositories are visible to everyone on the internet, making them ideal for open-source projects, collaboration, and showcasing work to a wider audience. They encourage community contributions and can help developers build their portfolios. Private repositories, on the other hand, are only accessible to the repository owner and designated collaborators. These are suitable for proprietary code, sensitive projects, or work that's not ready for public consumption. Private repositories offer greater control over access and visibility, making them essential for businesses and individuals who need to keep their code confidential.
+
+Visit the following resources to learn more:
+
+- [@official@About project visibility](https://docs.github.com/en/repositories/creating-and-managing-repositories/about-repositories#about-repository-visibility)
\ No newline at end of file
diff --git a/src/data/roadmaps/git-github/content/profile-readme@KbVvFVQ4k77R2_ddsc7WT.md b/src/data/roadmaps/git-github/content/profile-readme@KbVvFVQ4k77R2_ddsc7WT.md
index e1223905a..6a530772c 100644
--- a/src/data/roadmaps/git-github/content/profile-readme@KbVvFVQ4k77R2_ddsc7WT.md
+++ b/src/data/roadmaps/git-github/content/profile-readme@KbVvFVQ4k77R2_ddsc7WT.md
@@ -1 +1,9 @@
-# Profile Readme
\ No newline at end of file
+# Profile Readme
+
+A GitHub Profile README is a special repository that allows users to showcase their skills, projects, and personality directly on their GitHub profile. To create one, you need to make a new repository with the same name as your GitHub username. This repository should contain a README.md file, which GitHub will automatically display on your profile page. The README can be customized with Markdown formatting, allowing you to add text, images, links, and even dynamic content like GitHub stats or recent blog posts. This feature provides a unique opportunity to make your GitHub profile more engaging and informative for visitors, effectively serving as a personalized landing page for your GitHub presence.
+
+
+Visit the following resources to learn more:
+
+- [@official@Managing your profile README](https://docs.github.com/en/account-and-profile/setting-up-and-managing-your-github-profile/customizing-your-profile/managing-your-profile-readme)
+- [@video@GitHub Profile README](https://www.youtube.com/watch?v=KhGWbt1dAKQ)
\ No newline at end of file
diff --git a/src/data/roadmaps/git-github/content/project-planning@q0zy_hXav5iXw8LpGVJVd.md b/src/data/roadmaps/git-github/content/project-planning@q0zy_hXav5iXw8LpGVJVd.md
index 7bc43e2f8..7e58ad77f 100644
--- a/src/data/roadmaps/git-github/content/project-planning@q0zy_hXav5iXw8LpGVJVd.md
+++ b/src/data/roadmaps/git-github/content/project-planning@q0zy_hXav5iXw8LpGVJVd.md
@@ -1 +1,8 @@
-# Project Planning
\ No newline at end of file
+# Project Planning
+
+Project planning on GitHub is a comprehensive process that leverages the platform's built-in tools to organize, track, and manage software development projects efficiently. It typically involves using features such as Issues for task tracking, Projects for kanban-style boards, Milestones for grouping related issues and pull requests, and Labels for categorization. These tools, combined with GitHub's collaborative features like pull requests and code reviews, enable teams to create structured workflows, set priorities, assign tasks, and monitor progress throughout the development lifecycle. By centralizing project management within the same platform used for version control, GitHub streamlines communication and enhances productivity for development teams of all sizes.
+
+Visit the following resources to learn more:
+
+- [@official@Project planning for developers](https://github.com/features/issues)
+- [@video@GitHub Project Management](https://www.youtube.com/watch?v=oPQgFxHcjAw)
\ No newline at end of file
diff --git a/src/data/roadmaps/git-github/content/project-readme@WIVr7JxO1AJTNObW8mtY3.md b/src/data/roadmaps/git-github/content/project-readme@WIVr7JxO1AJTNObW8mtY3.md
index d21c2948a..1b19574e9 100644
--- a/src/data/roadmaps/git-github/content/project-readme@WIVr7JxO1AJTNObW8mtY3.md
+++ b/src/data/roadmaps/git-github/content/project-readme@WIVr7JxO1AJTNObW8mtY3.md
@@ -1 +1,8 @@
-# Project Readme
\ No newline at end of file
+# Project Readme
+
+A GitHub project README is a crucial document that serves as the front page of a repository, providing essential information about the project. It typically includes a brief description of the project's purpose, installation instructions, usage guidelines, and contribution procedures. A well-crafted README helps visitors quickly understand the project's goals, how to get started, and how they can participate. It often contains badges indicating build status, code coverage, and other metrics, as well as links to documentation, issue trackers, and community channels. By effectively communicating the project's value and guiding new users and potential contributors, a good README significantly enhances a project's visibility, adoption, and collaboration potential on GitHub.
+
+Visit the following resources to learn more:
+
+- [@official@About READMEs](https://docs.github.com/en/repositories/managing-your-repositorys-settings-and-features/customizing-your-repository/about-readmes)
+- [@article@How to write a good README](https://bulldogjob.com/readme/how-to-write-a-good-readme-for-your-github-project)
\ No newline at end of file
diff --git a/src/data/roadmaps/git-github/content/pull-requests@s3MzDYFPMASqiS8UnvWzW.md b/src/data/roadmaps/git-github/content/pull-requests@s3MzDYFPMASqiS8UnvWzW.md
index a0d01e5f6..eb87347ab 100644
--- a/src/data/roadmaps/git-github/content/pull-requests@s3MzDYFPMASqiS8UnvWzW.md
+++ b/src/data/roadmaps/git-github/content/pull-requests@s3MzDYFPMASqiS8UnvWzW.md
@@ -1 +1,13 @@
-# Pull Requests
\ No newline at end of file
+# Pull Requests
+
+You can use GitHub CLI to manage pull requests with the following commands:
+
+- `gh pr create`: Create a new pull request.
+- `gh pr merge`: Merge a pull request into the target branch.
+- `gh pr list`: List all pull requests for a repository.
+- `gh pr view`: View details of a specific pull request.
+
+Visit the following resources to learn more:
+
+- [@official@gh pr](https://cli.github.com/manual/gh_pr)
+- [@video@Use GitHub CLI For Command Line Pull Request Management](https://www.youtube.com/watch?v=Ku9_0Mftiic)
\ No newline at end of file
diff --git a/src/data/roadmaps/git-github/content/pull-requests@x6eILrLCQrVpz4j8uOuy6.md b/src/data/roadmaps/git-github/content/pull-requests@x6eILrLCQrVpz4j8uOuy6.md
index a0d01e5f6..34c89c744 100644
--- a/src/data/roadmaps/git-github/content/pull-requests@x6eILrLCQrVpz4j8uOuy6.md
+++ b/src/data/roadmaps/git-github/content/pull-requests@x6eILrLCQrVpz4j8uOuy6.md
@@ -1 +1,9 @@
-# Pull Requests
\ No newline at end of file
+# Pull Requests
+
+A pull request is a proposal to merge a set of changes from one branch into another. In a pull request, collaborators can review and discuss the proposed set of changes before they integrate the changes into the main codebase. Pull requests display the differences, or diffs, between the content in the source branch and the content in the target branch.
+
+Visit the following resources to learn more:
+
+- [@official@Creating a pull request](https://docs.github.com/articles/creating-a-pull-request)
+- [@article@Pull Requests](https://www.atlassian.com/git/tutorials/making-a-pull-request#:~:text=In%20their%20simplest%20form%2C%20pull,request%20via%20their%20Bitbucket%20account.)
+- [@video@GitHub Pull Request in 100 Seconds ](https://youtu.be/8lGpZkjnkt4?si=qbCQ8Uvzn9GN2koL)
\ No newline at end of file
diff --git a/src/data/roadmaps/git-github/content/pushing--pulling-changes@ZVMCh9om37ee1qsecFa-N.md b/src/data/roadmaps/git-github/content/pushing--pulling-changes@ZVMCh9om37ee1qsecFa-N.md
index 3f315aac8..eee7e88e4 100644
--- a/src/data/roadmaps/git-github/content/pushing--pulling-changes@ZVMCh9om37ee1qsecFa-N.md
+++ b/src/data/roadmaps/git-github/content/pushing--pulling-changes@ZVMCh9om37ee1qsecFa-N.md
@@ -1 +1,9 @@
-# Pushing / Pulling Changes
\ No newline at end of file
+# Pushing / Pulling Changes
+
+When you pull changes in Git, you're fetching and integrating changes from a remote repository into your local repository. This operation updates your local branch with the latest changes from the remote branch. Whereas When you push changes in Git, you're sending your local commits to a remote repository, such as GitHub, GitLab, or Bitbucket. This operation updates the remote repository with your latest changes.
+
+Visit the following resources to learn more:
+
+- [@official@Pushing commits to a remote repository](https://docs.github.com/en/get-started/using-git/pushing-commits-to-a-remote-repository)
+- [@article@A Comprehensive Guide to git pull and git push](https://dev.to/alexmercedcoder/mastering-git-a-comprehensive-guide-to-git-pull-and-git-push-2eo3)
+- [@article@GIT Push and Pull Tutorial](https://www.datacamp.com/tutorial/git-push-pull)
\ No newline at end of file
diff --git a/src/data/roadmaps/git-github/content/pushing-tags@E3HAGNM-kXLL4Oci5JzpQ.md b/src/data/roadmaps/git-github/content/pushing-tags@E3HAGNM-kXLL4Oci5JzpQ.md
index fc053c88e..7998bccc0 100644
--- a/src/data/roadmaps/git-github/content/pushing-tags@E3HAGNM-kXLL4Oci5JzpQ.md
+++ b/src/data/roadmaps/git-github/content/pushing-tags@E3HAGNM-kXLL4Oci5JzpQ.md
@@ -1 +1,9 @@
-# Pushing Tags
\ No newline at end of file
+# Pushing Tags
+
+Pushing tags in Git is the process of sharing your local tags with a remote repository. Tags in Git are used to mark specific points in the repository's history, typically to signify a release or a milestone.
+
+Visit the following resources to learn more:
+
+- [@article@Tagging in git](https://git-scm.com/book/en/Git-Basics-Tagging)
+- [@article@How to Push Git Tags to Remote](https://kodekloud.com/blog/how-to-push-git-tags-to-remote/)
+- [@article@Git Push Tag to Remote Guide](https://phoenixnap.com/kb/git-push-tag)
\ No newline at end of file
diff --git a/src/data/roadmaps/git-github/content/reactions@XstmIysIi_lWo6RzszLBt.md b/src/data/roadmaps/git-github/content/reactions@XstmIysIi_lWo6RzszLBt.md
index 45f975fe9..592e02873 100644
--- a/src/data/roadmaps/git-github/content/reactions@XstmIysIi_lWo6RzszLBt.md
+++ b/src/data/roadmaps/git-github/content/reactions@XstmIysIi_lWo6RzszLBt.md
@@ -1 +1,7 @@
-# Reactions
\ No newline at end of file
+# Reactions
+
+Reactions in GitHub are a way for users to express their feelings or opinions about issues, pull requests, comments, and other discussions without adding additional comments. They are similar to "likes" or "emojis" on social media platforms, providing a quick and non-verbal way to engage with content.
+
+Visit the following resources to learn more:
+
+- [@official@Add Reactions to Pull Requests, Issues, and Comments](https://github.blog/news-insights/product-news/add-reactions-to-pull-requests-issues-and-comments/)
\ No newline at end of file
diff --git a/src/data/roadmaps/git-github/content/rebase@99FVJ3Zs8n6lr8L95mG6g.md b/src/data/roadmaps/git-github/content/rebase@99FVJ3Zs8n6lr8L95mG6g.md
index ac1078166..707e0c8de 100644
--- a/src/data/roadmaps/git-github/content/rebase@99FVJ3Zs8n6lr8L95mG6g.md
+++ b/src/data/roadmaps/git-github/content/rebase@99FVJ3Zs8n6lr8L95mG6g.md
@@ -1 +1,7 @@
-# Rebase
\ No newline at end of file
+# Rebase
+
+Rebasing in Git is a powerful and potentially complex feature used to reorganize or modify a series of commits. The primary purpose of rebasing is to create a cleaner, more linear project history by moving or combining changes from one branch onto another.
+
+Visit the following resources to learn more:
+
+- [@official@Rebasing](https://git-scm.com/book/en/Git-Branching-Rebasing)
diff --git a/src/data/roadmaps/git-github/content/renaming-branch@_dPOVUbxApx0pfKPH8fgr.md b/src/data/roadmaps/git-github/content/renaming-branch@_dPOVUbxApx0pfKPH8fgr.md
index 23f57625b..3836e15c0 100644
--- a/src/data/roadmaps/git-github/content/renaming-branch@_dPOVUbxApx0pfKPH8fgr.md
+++ b/src/data/roadmaps/git-github/content/renaming-branch@_dPOVUbxApx0pfKPH8fgr.md
@@ -1 +1,8 @@
-# Renaming Branch
\ No newline at end of file
+# Renaming Branch
+
+Renaming a branch in Git means changing the name of a branch to something different while preserving its history and the commits it contains. The branch itself remains the same in terms of the code and history it tracks, but the reference (the name by which you refer to it) is updated
+
+Visit the following resources to learn more:
+
+- [@official@Renaming a branch - GitHub Docs](https://docs.github.com/github/administering-a-repository/renaming-a-branch)
+- [@article@Git Rename Branch – How to Change a Local Branch Name](https://www.freecodecamp.org/news/git-rename-branch-how-to-change-a-local-branch-name/)
diff --git a/src/data/roadmaps/git-github/content/repository-management@lw4zHuhtxIO4kDvbyiVfq.md b/src/data/roadmaps/git-github/content/repository-management@lw4zHuhtxIO4kDvbyiVfq.md
index 93249c51f..4ff6dc5ed 100644
--- a/src/data/roadmaps/git-github/content/repository-management@lw4zHuhtxIO4kDvbyiVfq.md
+++ b/src/data/roadmaps/git-github/content/repository-management@lw4zHuhtxIO4kDvbyiVfq.md
@@ -1 +1,14 @@
-# Repository management
\ No newline at end of file
+# Repository management
+
+Using GitHub CLI for repository management allows you to streamline tasks and work more efficiently. ou can use GitHub CLI to manage repositories with the following commands:
+
+- `gh repo create`: Create a new repository.
+- `gh repo delete`: Delete an existing repository.
+- `gh repo visibility`: Change the repository's visibility (public or private).
+- `gh repo topic`: Manage topic labels for a repository.
+
+Visit the following resources to learn more:
+
+- [@official@gh repo](https://cli.github.com/manual/gh_repo)
+- [@article@Efficient GitHub Operations: Simplifying Repository Management using Github CLI](https://dev.to/yutee_okon/efficient-github-operations-simplifying-repository-management-using-github-cli-190l)
+- [@video@GitHub CLI (gh) - How to manage repositories more efficiently](https://www.youtube.com/watch?v=BII6ZY2Rnlc)
\ No newline at end of file
diff --git a/src/data/roadmaps/git-github/content/rewriting-history@sOoC-XxEoIvwKct00oKlX.md b/src/data/roadmaps/git-github/content/rewriting-history@sOoC-XxEoIvwKct00oKlX.md
index 3c255e79f..961ab450e 100644
--- a/src/data/roadmaps/git-github/content/rewriting-history@sOoC-XxEoIvwKct00oKlX.md
+++ b/src/data/roadmaps/git-github/content/rewriting-history@sOoC-XxEoIvwKct00oKlX.md
@@ -1 +1,14 @@
-# Rewriting History
\ No newline at end of file
+# Rewriting History
+
+In certain situations, you might need to modify or remove commits from your Git repository's history. This can be achieved using various methods:
+
+- `git commit --amend`: Allows you to edit the most recent commit.
+- `git rebase`: Replaces one branch with another, preserving the commit history.
+- `git filter-branch`: Removes specific commits from a branch without altering the original branch.
+- `git push --force`: Updates the remote repository while respecting existing pull requests.
+
+Rewriting history in Git is typically necessary when:
+
+- Fixing mistakes: Correcting errors or typos in commit messages.
+- Removing sensitive data: Deleting confidential information from commits, like API keys or database credentials.
+- Simplifying complex histories: Reorganizing branches to improve clarity and reduce complexity.
\ No newline at end of file
diff --git a/src/data/roadmaps/git-github/content/roadmaps@sxvT2hGko2PDRBoBrCGWD.md b/src/data/roadmaps/git-github/content/roadmaps@sxvT2hGko2PDRBoBrCGWD.md
index ec36e36a2..7eff0dcfd 100644
--- a/src/data/roadmaps/git-github/content/roadmaps@sxvT2hGko2PDRBoBrCGWD.md
+++ b/src/data/roadmaps/git-github/content/roadmaps@sxvT2hGko2PDRBoBrCGWD.md
@@ -1 +1,8 @@
-# Roadmaps
\ No newline at end of file
+# Roadmaps
+
+GitHub roadmaps are a feature that helps you visualize and organize plans for your projects, allowing you to create a high-level view of milestones and goals, and collaborate on planning and tracking progress with team members.
+
+Visit the following resources to learn more:
+
+- [@official@Customizing the roadmap layout](https://docs.github.com/en/issues/planning-and-tracking-with-projects/customizing-views-in-your-project/customizing-the-roadmap-layout)
+- [@video@Learn how to use Project Roadmaps - GitHub Checkout](https://www.youtube.com/watch?v=D80u__nYYWw)
\ No newline at end of file
diff --git a/src/data/roadmaps/git-github/content/saved-replies@dQS1V0zZxeKhHhUo3STBK.md b/src/data/roadmaps/git-github/content/saved-replies@dQS1V0zZxeKhHhUo3STBK.md
index b281d238a..fdd4bad75 100644
--- a/src/data/roadmaps/git-github/content/saved-replies@dQS1V0zZxeKhHhUo3STBK.md
+++ b/src/data/roadmaps/git-github/content/saved-replies@dQS1V0zZxeKhHhUo3STBK.md
@@ -1 +1,11 @@
-# Saved Replies
\ No newline at end of file
+# Saved Replies
+
+GitHub allows you to save frequently used comments and reuse them when discussing issues or pull requests.
+
+- Saved replies: You can create pre-written comments that can be easily added to conversations.
+- Customization: Saved replies can be edited to fit specific situations, making it easy to tailor your responses.
+
+Visit the following resources to learn more:
+
+- [@official@Using saved replies](https://docs.github.com/en/get-started/writing-on-github/working-with-saved-replies/using-saved-replies)
+- [@article@Walkthrough: Using Github’s “Saved Replies” to make life consistent and easy](https://prowe214.medium.com/walkthrough-using-githubs-saved-replies-to-make-life-consistent-and-easy-80f23efe6a0)
\ No newline at end of file
diff --git a/src/data/roadmaps/git-github/content/scheduled-worfklows@uS1H9KoKGNONvETCuFBbz.md b/src/data/roadmaps/git-github/content/scheduled-worfklows@uS1H9KoKGNONvETCuFBbz.md
index 0c8c895c3..d0610fbe8 100644
--- a/src/data/roadmaps/git-github/content/scheduled-worfklows@uS1H9KoKGNONvETCuFBbz.md
+++ b/src/data/roadmaps/git-github/content/scheduled-worfklows@uS1H9KoKGNONvETCuFBbz.md
@@ -1 +1,8 @@
-# Scheduled Worfklows
\ No newline at end of file
+# Scheduled Worfklows
+
+GitHub Actions allows you to schedule workflows to run at specific times or intervals. You can set up workflows to automatically run at predetermined times, such as daily or weekly.
+
+Visit the following resources to learn more:
+
+- [@official@Events that trigger workflows - Schedule](https://docs.github.com/en/actions/writing-workflows/choosing-when-your-workflow-runs/events-that-trigger-workflows#schedule)
+- [@video@GitHub Actions - How to Schedule workflows in GitHub](https://www.youtube.com/watch?v=StipNrK__Gk)
\ No newline at end of file
diff --git a/src/data/roadmaps/git-github/content/secrets-and-env-vars@aflP7oWsQzAr4YPo2LLiQ.md b/src/data/roadmaps/git-github/content/secrets-and-env-vars@aflP7oWsQzAr4YPo2LLiQ.md
index 438874956..c53f2f894 100644
--- a/src/data/roadmaps/git-github/content/secrets-and-env-vars@aflP7oWsQzAr4YPo2LLiQ.md
+++ b/src/data/roadmaps/git-github/content/secrets-and-env-vars@aflP7oWsQzAr4YPo2LLiQ.md
@@ -1 +1,12 @@
-# Secrets and Env Vars
\ No newline at end of file
+# Secrets and Env Vars
+
+GitHub provides features to securely store and manage sensitive data, such as secrets and environment variables.
+
+- Secrets: These are sensitive values that should not be committed to a repository, like API keys or database credentials.
+- Environment Variables: They can be used to set values for your workflow or application, making it easier to manage dependencies.
+
+Visit the following resources to learn more:
+
+- [@official@Using secrets in GitHub Actions](https://docs.github.com/en/actions/security-for-github-actions/security-guides/using-secrets-in-github-actions)
+- [@official@Store information in variables](https://docs.github.com/en/actions/writing-workflows/choosing-what-your-workflow-does/store-information-in-variables)
+- [@video@Secrets and Environment Variables in your GitHub Action](https://www.youtube.com/watch?v=dPLPSaFqJmY)
\ No newline at end of file
diff --git a/src/data/roadmaps/git-github/content/setting-up-profile@GS3f1FKFVKT0-GJQrgCm8.md b/src/data/roadmaps/git-github/content/setting-up-profile@GS3f1FKFVKT0-GJQrgCm8.md
index dd238f899..d21bdf51b 100644
--- a/src/data/roadmaps/git-github/content/setting-up-profile@GS3f1FKFVKT0-GJQrgCm8.md
+++ b/src/data/roadmaps/git-github/content/setting-up-profile@GS3f1FKFVKT0-GJQrgCm8.md
@@ -1 +1,12 @@
-# Setting up Profile
\ No newline at end of file
+# Setting up Profile
+
+On GitHub, creating a profile is an essential step in showcasing yourself as a developer or contributor.
+
+- Sharing information: Your profile page allows others to find out more about you, including your interests and skills.
+- Showcasing projects: You can display your notable projects and contributions, giving a glimpse into your work experience.
+- Expressing identity: The profile also serves as an opportunity for personal expression, allowing you to convey your unique personality and style within the GitHub community.
+
+Visit the following resources to learn more:
+
+- [@official@Setting up your profile](https://docs.github.com/en/get-started/start-your-journey/setting-up-your-profile)
+- [@video@GitHub Profile Readme](https://www.youtube.com/watch?v=KhGWbt1dAKQ)
\ No newline at end of file
diff --git a/src/data/roadmaps/git-github/content/squash@Z-srOhYFGVEKDexlJ6cjt.md b/src/data/roadmaps/git-github/content/squash@Z-srOhYFGVEKDexlJ6cjt.md
index 65d6e5b7b..5580d8d87 100644
--- a/src/data/roadmaps/git-github/content/squash@Z-srOhYFGVEKDexlJ6cjt.md
+++ b/src/data/roadmaps/git-github/content/squash@Z-srOhYFGVEKDexlJ6cjt.md
@@ -1 +1,9 @@
-# Squash
\ No newline at end of file
+# Squash
+
+Squashing in Git, refers to the process of combining multiple commits into a single commit. This is often done to create a cleaner and more concise commit history, especially before merging a feature branch into the main branch.
+
+Visit the following resources to learn more:
+
+- [@article@Git Squash Commits](https://www.freecodecamp.org/news/git-squash-commits/)
+- [@article@How to Squash Commits in Git](https://medium.com/iosnesia/how-to-squash-commits-in-git-e73a41248211)
+- [@video@GIT Tutorial - How to Squash Commits](https://youtu.be/viY1BbKZhSI?si=kORsEzQvCRFGauQa)
\ No newline at end of file
diff --git a/src/data/roadmaps/git-github/content/staged-changes@mzjtCdpke1ayHcEuS-YUS.md b/src/data/roadmaps/git-github/content/staged-changes@mzjtCdpke1ayHcEuS-YUS.md
index 0ccce4e22..efa078b30 100644
--- a/src/data/roadmaps/git-github/content/staged-changes@mzjtCdpke1ayHcEuS-YUS.md
+++ b/src/data/roadmaps/git-github/content/staged-changes@mzjtCdpke1ayHcEuS-YUS.md
@@ -1 +1,8 @@
-# Staged Changes
\ No newline at end of file
+# Staged Changes
+
+To view the changes you've staged with `git add`, but not yet committed, use `git diff --cached`. This command compares the staged files against their original versions in the repository. It's a quick way to review what you're about to commit before finalizing it.
+
+Visit the following resources to learn more:
+
+- [@article@What does Staged Changes mean in Git?](https://dillionmegida.com/p/staged-changes-in-git/)
+- [@video@What are Staged Changes in Git?](https://www.youtube.com/watch?v=HyeNfWZBut8)
\ No newline at end of file
diff --git a/src/data/roadmaps/git-github/content/staging-area@h71Tx3nkfUrnhaqcHlDkQ.md b/src/data/roadmaps/git-github/content/staging-area@h71Tx3nkfUrnhaqcHlDkQ.md
index 2b277ff4d..621bb5551 100644
--- a/src/data/roadmaps/git-github/content/staging-area@h71Tx3nkfUrnhaqcHlDkQ.md
+++ b/src/data/roadmaps/git-github/content/staging-area@h71Tx3nkfUrnhaqcHlDkQ.md
@@ -1 +1,11 @@
-# Staging Area
\ No newline at end of file
+# Staging Area
+
+In Git, a staging area serves as an intermediate step between your local repository changes and the actual commit.
+
+- Temporary storage: The staging area holds changes that are intended to be part of the next commit.
+- Previewing changes: It allows you to preview your changes before committing them.
+
+Visit the following resources to learn more:
+
+- [@official@Getting Started - What is Git? - Staging Area](https://git-scm.com/book/en/v2/Getting-Started-What-is-Git%3F#:~:text=The%20staging%20area%20is%20a,area%E2%80%9D%20works%20just%20as%20well.)
+- [@video@What are Staged Changes in Git?](https://www.youtube.com/watch?v=HyeNfWZBut8)
\ No newline at end of file
diff --git a/src/data/roadmaps/git-github/content/storing-artifacts@alysXC4b1hGi9ZdQ5-40y.md b/src/data/roadmaps/git-github/content/storing-artifacts@alysXC4b1hGi9ZdQ5-40y.md
index a4a6dd5bd..a8383dc6b 100644
--- a/src/data/roadmaps/git-github/content/storing-artifacts@alysXC4b1hGi9ZdQ5-40y.md
+++ b/src/data/roadmaps/git-github/content/storing-artifacts@alysXC4b1hGi9ZdQ5-40y.md
@@ -1 +1,10 @@
-# Storing Artifacts
\ No newline at end of file
+# Storing Artifacts
+
+GitHub provides a feature for storing artifacts, which allows you to upload build outputs or other files as part of your workflow.
+
+- Artifacts: These are files generated by a job, such as compiled binaries, test reports, or logs. They can be used to validate the results of a build or deployment.
+- Referenceable storage: Artifacts are stored in a referenceable way, making it easy to access and use them in future builds.
+
+Visit the following resources to learn more:
+
+- [@official@Storing and sharing data from a workflow](https://docs.github.com/en/actions/writing-workflows/choosing-what-your-workflow-does/storing-and-sharing-data-from-a-workflow)
\ No newline at end of file
diff --git a/src/data/roadmaps/git-github/content/submodules@fjAFNjNNbPOzme9Uk_fDV.md b/src/data/roadmaps/git-github/content/submodules@fjAFNjNNbPOzme9Uk_fDV.md
index cdb5f01c6..b6d8f5d51 100644
--- a/src/data/roadmaps/git-github/content/submodules@fjAFNjNNbPOzme9Uk_fDV.md
+++ b/src/data/roadmaps/git-github/content/submodules@fjAFNjNNbPOzme9Uk_fDV.md
@@ -1 +1,6 @@
-# Submodules
\ No newline at end of file
+# Submodules
+
+In Git, submodules allow you to include another repository within a project. This feature enables the management of external dependencies as part of the main project.
+
+- Including external repositories: Submodules can be used to include other Git repositories within your project.
+- Managing dependencies: They provide a way to manage and track changes in external dependencies.
\ No newline at end of file
diff --git a/src/data/roadmaps/git-github/content/tagging@iFJBF-EEnLjQVsFSXjo_i.md b/src/data/roadmaps/git-github/content/tagging@iFJBF-EEnLjQVsFSXjo_i.md
index 1f3d9c9be..e4361bf65 100644
--- a/src/data/roadmaps/git-github/content/tagging@iFJBF-EEnLjQVsFSXjo_i.md
+++ b/src/data/roadmaps/git-github/content/tagging@iFJBF-EEnLjQVsFSXjo_i.md
@@ -1 +1,10 @@
-# Tagging
\ No newline at end of file
+# Tagging
+
+In Git, tags are used to identify specific points in a repository's history as being important. This feature allows developers to mark release points or milestones.
+
+- Marking release points: Tags are typically used to mark release versions (e.g., v1.0, v2.0) of a project.
+- Types of tags: There are different types of tags, including lightweight and annotated tags.
+
+Visit the following resources to learn more:
+
+- [@official@Git Basics - Tagging](https://git-scm.com/book/en/v2/Git-Basics-Tagging)
\ No newline at end of file
diff --git a/src/data/roadmaps/git-github/content/teams-within-organization@wydgCxR5VnieBpRolXt8i.md b/src/data/roadmaps/git-github/content/teams-within-organization@wydgCxR5VnieBpRolXt8i.md
index 8f4200e28..5bcce457e 100644
--- a/src/data/roadmaps/git-github/content/teams-within-organization@wydgCxR5VnieBpRolXt8i.md
+++ b/src/data/roadmaps/git-github/content/teams-within-organization@wydgCxR5VnieBpRolXt8i.md
@@ -1 +1,12 @@
-# Teams within Organization
\ No newline at end of file
+# Teams within Organization
+
+GitHub Organizations allow you to create teams within your organization, which helps in organizing members based on their roles and responsibilities.
+
+- Grouping: Team members can be grouped together according to the company or group's structure.
+- Access permissions: Access permissions can be cascaded from one team member to another.
+- Mentions: Team mentions allow for easy referencing of specific teams in repository discussions.
+
+Visit the following resources to learn more:
+
+- [@offiicial@Organizing members into teams](https://docs.github.com/en/organizations/organizing-members-into-teams)
+- [@article@Best practices for organizations and teams using GitHub Enterprise Cloud](https://github.blog/enterprise-software/devops/best-practices-for-organizations-and-teams-using-github-enterprise-cloud/)
\ No newline at end of file
diff --git a/src/data/roadmaps/git-github/content/undoing-changes@0Yi4cryT2v2SGBjouOas3.md b/src/data/roadmaps/git-github/content/undoing-changes@0Yi4cryT2v2SGBjouOas3.md
index 2af22b33c..93ba8ed51 100644
--- a/src/data/roadmaps/git-github/content/undoing-changes@0Yi4cryT2v2SGBjouOas3.md
+++ b/src/data/roadmaps/git-github/content/undoing-changes@0Yi4cryT2v2SGBjouOas3.md
@@ -1 +1,6 @@
-# Undoing Changes
\ No newline at end of file
+# Undoing Changes
+
+If mistakes or unwanted changes have been committed to your Git repository, there are ways to correct them. Two common methods for reverting changes include:
+
+- Git Reset: Resets the branch to a previous commit.
+- Git Revert: Creates a new commit that reverts specified changes.
\ No newline at end of file
diff --git a/src/data/roadmaps/git-github/content/unstaged-changes@uxqJzQFRcALqatNRIWR0w.md b/src/data/roadmaps/git-github/content/unstaged-changes@uxqJzQFRcALqatNRIWR0w.md
index f702a7de5..aafe19caa 100644
--- a/src/data/roadmaps/git-github/content/unstaged-changes@uxqJzQFRcALqatNRIWR0w.md
+++ b/src/data/roadmaps/git-github/content/unstaged-changes@uxqJzQFRcALqatNRIWR0w.md
@@ -1 +1,6 @@
-# Unstaged Changes
\ No newline at end of file
+# Unstaged Changes
+
+For changes that are not yet staged with `git add`, such as untracked new files or modified existing ones, use `git diff --unified`. This command compares your working directory against the latest committed version of each file. It's a useful tool for reviewing any local modifications before deciding whether to stage them for future commits.
+
+- [@article@What are unstaged changes in GitHub?](https://stackoverflow.com/questions/10954329/whats-the-unstaged-changes-in-github)
+- [@article@How to unstage files in Git](https://www.git-tower.com/learn/git/faq/git-unstage)
\ No newline at end of file
diff --git a/src/data/roadmaps/git-github/content/what-is-a-repository@PtU5Qwfzn3N1i3oRlCGoR.md b/src/data/roadmaps/git-github/content/what-is-a-repository@PtU5Qwfzn3N1i3oRlCGoR.md
index 6ebb9e1a5..8dd25ed87 100644
--- a/src/data/roadmaps/git-github/content/what-is-a-repository@PtU5Qwfzn3N1i3oRlCGoR.md
+++ b/src/data/roadmaps/git-github/content/what-is-a-repository@PtU5Qwfzn3N1i3oRlCGoR.md
@@ -4,5 +4,5 @@ A repository is a storage location for your project's code, documentation, and o
 
 Learn more from the following resources:
 
-- [@article@About repositories](hhttps://docs.github.com/en/repositories/creating-and-managing-repositories/about-repositories)
-- [@article@What is a repository?](https://www.gitkraken.com/learn/git/tutorials/what-is-a-git-repository)
\ No newline at end of file
+- [@article@About repositories](https://docs.github.com/en/repositories/creating-and-managing-repositories/about-repositories)
+- [@article@What is a repository?](https://www.gitkraken.com/learn/git/tutorials/what-is-a-git-repository)
diff --git a/src/data/roadmaps/git-github/git-github.json b/src/data/roadmaps/git-github/git-github.json
index b8feb506a..f052af79a 100644
--- a/src/data/roadmaps/git-github/git-github.json
+++ b/src/data/roadmaps/git-github/git-github.json
@@ -1 +1 @@
-{"nodes":[{"id":"lGNqOaL2J0jaYewnPbrxZ","type":"vertical","position":{"x":1166.5374122325647,"y":3312.536593518702},"selected":true,"data":{"label":"vertical node","style":{"strokeDasharray":"0.8 8","strokeLinecap":"round","strokeWidth":3.5,"stroke":"#2B78E4"}},"zIndex":999,"width":20,"height":192,"style":{"width":20,"height":192},"positionAbsolute":{"x":1166.5374122325647,"y":3312.536593518702},"dragging":false,"resizing":false,"focusable":true,"selectable":true},{"id":"lqrIjDM7CfF2CNgcIOq3Z","type":"vertical","position":{"x":857.3760409943199,"y":2716.91990782706},"selected":true,"data":{"label":"vertical node","style":{"stroke":"#2B78E4","strokeWidth":3.55,"strokeDasharray":"0","strokeLinecap":"round"},"oldId":"GyhfjObOGq-CwF_VIwO8b"},"zIndex":999,"width":20,"height":139,"style":{"width":20,"height":139},"positionAbsolute":{"x":857.3760409943199,"y":2716.91990782706},"dragging":false,"resizing":false,"selectable":true,"focusable":true},{"id":"ZRB7mytelAk8pg5gsu2Xs","type":"horizontal","position":{"x":843.0316934344742,"y":2691.91990782706},"selected":true,"data":{"label":"horizontal node","style":{"stroke":"#2B78E4","strokeWidth":3.55,"strokeDasharray":"0.8 8","strokeLinecap":"round"}},"zIndex":999,"width":177,"height":20,"style":{"width":177,"height":20},"positionAbsolute":{"x":843.0316934344742,"y":2691.91990782706},"dragging":false,"resizing":false,"selectable":true,"focusable":true},{"id":"mGoWfyS0DO8L-JwPDK5p9","type":"vertical","position":{"x":308.03169343447416,"y":2605.7489330045287},"selected":true,"data":{"label":"vertical 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\ No newline at end of file
diff --git a/src/data/roadmaps/golang/content/100-go-basics/104-range.md b/src/data/roadmaps/golang/content/100-go-basics/104-range.md
index 27351b27c..6d9ecc248 100644
--- a/src/data/roadmaps/golang/content/100-go-basics/104-range.md
+++ b/src/data/roadmaps/golang/content/100-go-basics/104-range.md
@@ -1,6 +1,6 @@
 # Range
 
-`Range` is used with `For Loops` to iterate over each element in arrays, strings and other data structures .
+`range` is used with for loops to iterate over each element in arrays, strings and other data structures.
 
 Visit the following resources to learn more:
 
diff --git a/src/data/roadmaps/golang/content/100-go-basics/108-functions.md b/src/data/roadmaps/golang/content/100-go-basics/108-functions.md
index 1c804ab61..7bbac0ed2 100644
--- a/src/data/roadmaps/golang/content/100-go-basics/108-functions.md
+++ b/src/data/roadmaps/golang/content/100-go-basics/108-functions.md
@@ -1,11 +1,11 @@
 # Functions
 
-Discover how functions work in Go, the list of resources below will cover :
+Discover how functions work in Go, the list of resources below will cover:
 
 - How to define and call functions in Go?
 - Named returns in Go?
 - Handle multiple return types.
-- Different types of functions in Go.
+- Different function types in Go.
 
 Visit the following resources to learn more:
 
diff --git a/src/data/roadmaps/golang/content/100-go-basics/116-structs.md b/src/data/roadmaps/golang/content/100-go-basics/116-structs.md
index 29c71175e..d7ebc030d 100644
--- a/src/data/roadmaps/golang/content/100-go-basics/116-structs.md
+++ b/src/data/roadmaps/golang/content/100-go-basics/116-structs.md
@@ -7,4 +7,4 @@ Visit the following resources to learn more:
 - [@official@Go Structs](https://go.dev/tour/moretypes/2)
 - [@article@Go by Example: Structs](https://gobyexample.com/structs)
 - [@video@Structs in Go](https://www.youtube.com/watch?v=NMTN543WVQY)
-- [@video@Structs, Struct tags](https://www.youtube.com/watch?v=0m6ifd9n_cy&list=ploilbko9rg3skrcj37kn5zj803hhiurk6&index=13)
\ No newline at end of file
+- [@video@Struct tags and creating own tags through reflection](https://www.youtube.com/watch?v=vtHZb7gNlbw)
diff --git a/src/data/roadmaps/java/content/100-java-fundamentals/103-functions.md b/src/data/roadmaps/java/content/100-java-fundamentals/103-functions.md
index 3b35a8d77..5b65ae133 100644
--- a/src/data/roadmaps/java/content/100-java-fundamentals/103-functions.md
+++ b/src/data/roadmaps/java/content/100-java-fundamentals/103-functions.md
@@ -18,5 +18,5 @@ Visit the following resources to learn more:
 - [@article@Methods/Functions in Java.](https://www.javatpoint.com/method-in-java)
 - [@article@Learn Functions/Methods in Java](https://www.w3schools.com/java/java_methods.asp)
 - [@video@Functions / Methods in Java](https://www.youtube.com/watch?v=vvanI8NRlSI)
-- [@video@Lambda functions](https://www.w3schools.com/java/java_lambda.asp)
-- [@video@Passing functions as a variable](https://northcoder.com/post/passing-java-functions-in-variables/)
+- [@article@Lambda functions](https://www.w3schools.com/java/java_lambda.asp)
+- [@article@Passing functions as a variable](https://northcoder.com/post/passing-java-functions-in-variables/)
diff --git a/src/data/roadmaps/java/content/101-java-advanced-topics/106-how-jvm-works.md b/src/data/roadmaps/java/content/101-java-advanced-topics/106-how-jvm-works.md
index 5a698ebd6..16d534248 100644
--- a/src/data/roadmaps/java/content/101-java-advanced-topics/106-how-jvm-works.md
+++ b/src/data/roadmaps/java/content/101-java-advanced-topics/106-how-jvm-works.md
@@ -9,3 +9,4 @@ Visit the following resources to learn more:
 - [@article@JVM languages](https://www.whizlabs.com/blog/jvm-languages/)
 - [@article@GraalVM](https://www.graalvm.org/)
 - [@feed@Explore top posts about JVM](https://app.daily.dev/tags/jvm?ref=roadmapsh)
+- [@video@JVM Architecture in 8min](https://www.youtube.com/watch?v=QHIWkwxs0AI)
diff --git a/src/data/roadmaps/java/content/101-java-advanced-topics/108-basics-of-threads.md b/src/data/roadmaps/java/content/101-java-advanced-topics/108-basics-of-threads.md
index 42897525a..b737487dc 100644
--- a/src/data/roadmaps/java/content/101-java-advanced-topics/108-basics-of-threads.md
+++ b/src/data/roadmaps/java/content/101-java-advanced-topics/108-basics-of-threads.md
@@ -2,7 +2,7 @@
 
 A thread in Java is the direction or path that is taken while a program is being executed. Generally, all the programs have at least one thread, known as the main thread, that is provided by the JVM or Java Virtual Machine at the starting of the program’s execution.
 
-NB! Writing correct multi-threaded application is complex and it's an advanced topic. Things like ParallelStreams, thread-safe Collections and ExecutorService can be helpful.
+Writing correct multi-threaded application is complex and it's an advanced topic. Things like ParallelStreams, thread-safe Collections and ExecutorService can be helpful.
 
 Visit the following resources to learn more:
 
diff --git a/src/data/roadmaps/javascript/content/call@gsyY3Oa3Jf0W5K_lyqBYO.md b/src/data/roadmaps/javascript/content/call@gsyY3Oa3Jf0W5K_lyqBYO.md
index 7c927a077..e6c082a93 100644
--- a/src/data/roadmaps/javascript/content/call@gsyY3Oa3Jf0W5K_lyqBYO.md
+++ b/src/data/roadmaps/javascript/content/call@gsyY3Oa3Jf0W5K_lyqBYO.md
@@ -1 +1,7 @@
-# call
\ No newline at end of file
+# call()
+
+The `call()` method allows you to invoke a function with a given `this` value, and arguments provided individually. 
+
+Visit the following resources to learn more:
+
+- [@article@Understanding Explicit Binding in JavaScript: Call, Bind, and Apply Methods](https://medium.com/@amitsharma_24072/understanding-explicit-binding-in-javascript-call-bind-and-apply-methods-7b6ed0107628)
diff --git a/src/data/roadmaps/javascript/content/functions@k8bJH9qydZm8I9rhH7rXw.md b/src/data/roadmaps/javascript/content/functions@k8bJH9qydZm8I9rhH7rXw.md
index 322465a8e..fec10662a 100644
--- a/src/data/roadmaps/javascript/content/functions@k8bJH9qydZm8I9rhH7rXw.md
+++ b/src/data/roadmaps/javascript/content/functions@k8bJH9qydZm8I9rhH7rXw.md
@@ -5,6 +5,5 @@ Functions exist so we can reuse code. They are blocks of code that execute whene
 Visit the following resources to learn more:
 
 - [@article@Functions - MDN Docs](https://developer.mozilla.org/en-US/docs/Web/JavaScript/Guide/Functions)
-- [@video@JavaScript Functions - Programming with Mosh](https://youtu.be/N8ap4k_1QEQ)
 - [@article@JavaScript Functions in Detail - CodeGuage](https://www.codeguage.com/courses/js/functions-basics)
 - [@feed@Explore top posts about JavaScript](https://app.daily.dev/tags/javascript?ref=roadmapsh)
diff --git a/src/data/roadmaps/javascript/content/global@oC4o6GLEES_nUgCJu9Q6I.md b/src/data/roadmaps/javascript/content/global@oC4o6GLEES_nUgCJu9Q6I.md
index 814b1de6a..f67504351 100644
--- a/src/data/roadmaps/javascript/content/global@oC4o6GLEES_nUgCJu9Q6I.md
+++ b/src/data/roadmaps/javascript/content/global@oC4o6GLEES_nUgCJu9Q6I.md
@@ -2,6 +2,11 @@
 
 Variables declared Globally (outside any function) have Global Scope. Global variables can be accessed from anywhere in a JavaScript program. Variables declared with `var`, `let` and `const` are quite similar when declared outside a block.
 
+### Note:
+
+If you assign a value to a variable  that has not been declared i.e `potato = true` 
+it will automatically become a _GLOBAL_ variable.
+
 Visit the following resources to learn more:
 
 - [@article@JavaScript Scope](https://www.w3schools.com/js/js_scope.asp)
diff --git a/src/data/roadmaps/javascript/content/string@1RcwBHU3jzx0YxxUGZic4.md b/src/data/roadmaps/javascript/content/string@1RcwBHU3jzx0YxxUGZic4.md
index 79ea3eed1..dcfbca98f 100644
--- a/src/data/roadmaps/javascript/content/string@1RcwBHU3jzx0YxxUGZic4.md
+++ b/src/data/roadmaps/javascript/content/string@1RcwBHU3jzx0YxxUGZic4.md
@@ -1,6 +1,6 @@
 # String
 
-String is a primitive type that holds a sequence of characters. String in Javascript is written within a pair of single quotation marks '' or double quotation marks "". Both quotes can be used to contain a string but only if the starting quote is the same as the end quote.
+String is a primitive type that holds a sequence of characters. String in Javascript is written within a pair of single quotation marks `''` or double quotation marks `""`. Both quotes can be used to contain a string but only if the starting quote is the same as the end quote.
 
 Visit the following resources to learn more:
 
diff --git a/src/data/roadmaps/nodejs/content/--watch@812bVEzxwTsYzLG_PmLqN.md b/src/data/roadmaps/nodejs/content/--watch@812bVEzxwTsYzLG_PmLqN.md
index 793fbb8e5..478e4cbe9 100644
--- a/src/data/roadmaps/nodejs/content/--watch@812bVEzxwTsYzLG_PmLqN.md
+++ b/src/data/roadmaps/nodejs/content/--watch@812bVEzxwTsYzLG_PmLqN.md
@@ -1 +1,15 @@
-# --watch
\ No newline at end of file
+# --watch
+
+The `--watch` flag in Node.js is a powerful feature introduced in Node.js version 19 that enables automatic reloading of your Node.js application whenever changes are detected in the specified files.
+
+## How it works
+
+- You run your Node.js script with the `--watch` flag: `$ node --watch your_script.js`
+- Node.js starts watching the specified file (or directory) for changes.
+- Whenever a change is detected, Node.js automatically restarts the script
+
+Visit the following resources to learn more:
+
+- [@official@Official Docs](https://nodejs.org/api/cli.html)
+- [@official@Node.js API Docs](https://nodejs.org/api/cli.html#--watch)
+- [@article@Medium - Watch Mode](https://medium.com/@khaled.smq/built-in-nodejs-watch-mode-52ffadaec8a8)
diff --git a/src/data/roadmaps/nodejs/content/axios@BOLiZg8YDKADMwP01U5ph.md b/src/data/roadmaps/nodejs/content/axios@BOLiZg8YDKADMwP01U5ph.md
index 52d6138a7..69d4a3904 100644
--- a/src/data/roadmaps/nodejs/content/axios@BOLiZg8YDKADMwP01U5ph.md
+++ b/src/data/roadmaps/nodejs/content/axios@BOLiZg8YDKADMwP01U5ph.md
@@ -4,6 +4,6 @@ Axios is a promise-based HTTP Client for node.js and the browser. Used for makin
 
 Visit the following resources to learn more:
 
-- [@article@Axios Official Documentations](https://axios-http.com/docs/intro)
+- [@article@Axios Official Documentation](https://axios-http.com/docs/intro)
 - [@video@Axios Tutorial](https://www.youtube.com/watch?v=6LyagkoRWYA)
 - [@feed@Explore top posts about Axios](https://app.daily.dev/tags/axios?ref=roadmapsh)
diff --git a/src/data/roadmaps/nodejs/content/child-process@lzPrWD3pxQmpbqgYPL-zW.md b/src/data/roadmaps/nodejs/content/child-process@lzPrWD3pxQmpbqgYPL-zW.md
index c8b5b69b1..a00b29b7f 100644
--- a/src/data/roadmaps/nodejs/content/child-process@lzPrWD3pxQmpbqgYPL-zW.md
+++ b/src/data/roadmaps/nodejs/content/child-process@lzPrWD3pxQmpbqgYPL-zW.md
@@ -10,3 +10,4 @@ The three main methods inside this module are :
 Visit the following resources to learn more:
 
 - [@official@Child Process Docs](https://nodejs.org/api/child_process.html#child-process)
+- [@article@Securing Node.js Against Command Injection](https://www.nodejs-security.com/blog/securing-your-nodejs-apps-by-analyzing-real-world-command-injection-examples)
diff --git a/src/data/roadmaps/nodejs/content/debugging@ZLNUuDKhJ03Kw7xMVc7IR.md b/src/data/roadmaps/nodejs/content/debugging@ZLNUuDKhJ03Kw7xMVc7IR.md
index 5d1ab868b..5ea20965b 100644
--- a/src/data/roadmaps/nodejs/content/debugging@ZLNUuDKhJ03Kw7xMVc7IR.md
+++ b/src/data/roadmaps/nodejs/content/debugging@ZLNUuDKhJ03Kw7xMVc7IR.md
@@ -8,3 +8,5 @@ Using `console.log` to debug the code generally dives into an infinite loop of 
 
 Visit the following resources to learn more:
 
+- [@article@Wikipedia - What is Debugging?](https://en.wikipedia.org/wiki/Debugging)
+- [@official@Node.js - Getting Started](https://nodejs.org/en/learn/getting-started/debugging)
diff --git a/src/data/roadmaps/nodejs/content/drizzle@JXQF9H4_N0rM7ZDKcCZNn.md b/src/data/roadmaps/nodejs/content/drizzle@JXQF9H4_N0rM7ZDKcCZNn.md
index df46a8997..ca63a4367 100644
--- a/src/data/roadmaps/nodejs/content/drizzle@JXQF9H4_N0rM7ZDKcCZNn.md
+++ b/src/data/roadmaps/nodejs/content/drizzle@JXQF9H4_N0rM7ZDKcCZNn.md
@@ -1 +1,10 @@
-# Drizzle
\ No newline at end of file
+# Drizzle
+
+Drizzle lets you build your project the way you want, without interfering with your project or structure. Using Drizzle you can define and manage database schemas in TypeScript, access your data in a SQL-like or relational way, and take advantage of opt-in tools to make your developer experience amazing.
+
+Visit the following resources to learn more:
+
+- [@official@Drizzle Website](https://orm.drizzle.team/)
+- [@official@Drizzle Documentation](https://orm.drizzle.team/docs/overview)
+- [@opesource@Drizzle Github](https://github.com/drizzle-team/drizzle-orm)
+- [@article@Getting Started with Drizzle](https://dev.to/franciscomendes10866/getting-started-with-drizzle-orm-a-beginners-tutorial-4782)
diff --git a/src/data/roadmaps/nodejs/content/ejs@L-_N7OxxuHCXsdWYBgZGu.md b/src/data/roadmaps/nodejs/content/ejs@L-_N7OxxuHCXsdWYBgZGu.md
index 0a16b296a..8c41b881c 100644
--- a/src/data/roadmaps/nodejs/content/ejs@L-_N7OxxuHCXsdWYBgZGu.md
+++ b/src/data/roadmaps/nodejs/content/ejs@L-_N7OxxuHCXsdWYBgZGu.md
@@ -1,13 +1,13 @@
 # EJS
 
-EJS is a templating language or engine that allows you to generate HTML markup with pure JavaScript. And this is what makes it perfect for Nodejs applications.
+EJS is a template language or engine that allows you to generate HTML markup with pure JavaScript. And this is what makes it perfect for Nodejs applications.
 In simple words, the EJS template engine helps to easily embed JavaScript into your HTML template.
 
 Visit the following resources to learn more:
 
-- [@official@Ejs website](https://ejs.co/)
-- [@official@Ejs Official Documentations](https://ejs.co/#docs)
-- [@official@Ejs Official Package](https://www.npmjs.com/package/ejs)
+- [@official@EJS Website](https://ejs.co/)
+- [@official@EJS Official Documentation](https://ejs.co/#docs)
+- [@official@EJS Official Package](https://www.npmjs.com/package/ejs)
 - [@article@Try EJS Online](https://ionicabizau.github.io/ejs-playground/)
 - [@article@How to use EJS](https://www.digitalocean.com/community/tutorials/how-to-use-ejs-to-template-your-node-application)
 - [@article@Step-by-Step EJS Guide](https://codeforgeek.com/ejs-template-engine-in-nodejs/)
diff --git a/src/data/roadmaps/nodejs/content/expressjs@1vq_KcYR_pkfp1MtXaL75.md b/src/data/roadmaps/nodejs/content/expressjs@1vq_KcYR_pkfp1MtXaL75.md
index ce9fbbc81..91754c849 100644
--- a/src/data/roadmaps/nodejs/content/expressjs@1vq_KcYR_pkfp1MtXaL75.md
+++ b/src/data/roadmaps/nodejs/content/expressjs@1vq_KcYR_pkfp1MtXaL75.md
@@ -1,6 +1,6 @@
 # Express.js
 
-Express is a node js web application framework that provides broad features for building web and mobile applications. It is used to build a single page, multipage, and hybrid web application.
+Express is a node js web application framework that provides broad features for building web and mobile applications. It is used to build a single page, multi-page, and hybrid web application.
 
 Visit the following resources to learn more:
 
diff --git a/src/data/roadmaps/nodejs/content/fs-module@b1r1X3XCoPSayQjDBcy54.md b/src/data/roadmaps/nodejs/content/fs-module@b1r1X3XCoPSayQjDBcy54.md
index 28c118005..338939259 100644
--- a/src/data/roadmaps/nodejs/content/fs-module@b1r1X3XCoPSayQjDBcy54.md
+++ b/src/data/roadmaps/nodejs/content/fs-module@b1r1X3XCoPSayQjDBcy54.md
@@ -1,6 +1,6 @@
-# Fs module
+# fs module
 
-File System or fs module is a built in module in Node that enables interacting with the file system using JavaScript. All file system operations have synchronous, callback, and promise-based forms, and are accessible using both CommonJS syntax and ES6 Modules.
+File System or `fs` module is a built in module in Node that enables interacting with the file system using JavaScript. All file system operations have synchronous, callback, and promise-based forms, and are accessible using both CommonJS syntax and ES6 Modules.
 
 Visit the following resources to learn more:
 
diff --git a/src/data/roadmaps/nodejs/content/hono@Xa-lA1wbZ9JZ_XpXfhhw5.md b/src/data/roadmaps/nodejs/content/hono@Xa-lA1wbZ9JZ_XpXfhhw5.md
index 4e57873c8..dcb3b84f8 100644
--- a/src/data/roadmaps/nodejs/content/hono@Xa-lA1wbZ9JZ_XpXfhhw5.md
+++ b/src/data/roadmaps/nodejs/content/hono@Xa-lA1wbZ9JZ_XpXfhhw5.md
@@ -5,4 +5,4 @@ Hono is a lightweight, simple, and fast web framework for Cloudflare Workers, De
 Visit the following resources to learn more:
 
 - [@article@Hono Official Documentations](https://hono.dev/docs/)
-- [@article@Build a web application with Hono](https://blog.logrocket.com/build-web-application-hono/)
\ No newline at end of file
+- [@article@Build a web application with Hono](https://blog.logrocket.com/build-web-application-hono/)
diff --git a/src/data/roadmaps/nodejs/content/http-module@Sjc1YDtbzXyLQH711_3nj.md b/src/data/roadmaps/nodejs/content/http-module@Sjc1YDtbzXyLQH711_3nj.md
index 85321dda7..050ac1c9e 100644
--- a/src/data/roadmaps/nodejs/content/http-module@Sjc1YDtbzXyLQH711_3nj.md
+++ b/src/data/roadmaps/nodejs/content/http-module@Sjc1YDtbzXyLQH711_3nj.md
@@ -7,6 +7,6 @@ You can make API calls using the `http` module in Node.js as well. Here are the
 
 Visit the following resources to learn more:
 
-- [@official@Node.js `http.get()` documentaion](https://nodejs.org/docs/latest-v16.x/api/http.html#httpgeturl-options-callback)
-- [@official@Node `http.request()` documentaion](https://nodejs.org/docs/latest-v16.x/api/http.html#httprequesturl-options-callback)
+- [@official@Node.js `http.get()` documentation](https://nodejs.org/docs/latest-v16.x/api/http.html#httpgeturl-options-callback)
+- [@official@Node `http.request()` documentation](https://nodejs.org/docs/latest-v16.x/api/http.html#httprequesturl-options-callback)
 - [@article@How To Create an HTTP Client with Core HTTP in Node.js](https://www.digitalocean.com/community/tutorials/how-to-create-an-http-client-with-core-http-in-node-js)
diff --git a/src/data/roadmaps/nodejs/content/ky@-_2letLUta5Ymc5eEOKhn.md b/src/data/roadmaps/nodejs/content/ky@-_2letLUta5Ymc5eEOKhn.md
index f36af2f96..f9aee52d8 100644
--- a/src/data/roadmaps/nodejs/content/ky@-_2letLUta5Ymc5eEOKhn.md
+++ b/src/data/roadmaps/nodejs/content/ky@-_2letLUta5Ymc5eEOKhn.md
@@ -1 +1,8 @@
-# ky
\ No newline at end of file
+# Ky
+
+Ky is a tiny and elegant HTTP client based on the browser Fetch API. Ky targets modern browsers and Deno.For older browsers, you will need to transpile and use a fetch polyfill.For Node.js, check out Got.. 1 KB (minified & gzipped), one file, and no dependencies.
+
+Visit the following resources to learn more:
+
+- [@opensource@Ky Official Docs](https://github.com/sindresorhus/ky)
+- [@official@npmjs.org](https://www.npmjs.com/package/ky/v/0.9.0)
diff --git a/src/data/roadmaps/nodejs/content/local-installation@oYeux7PbveYaVwXRzAg5x.md b/src/data/roadmaps/nodejs/content/local-installation@oYeux7PbveYaVwXRzAg5x.md
index 8d27a02af..ab702aa26 100644
--- a/src/data/roadmaps/nodejs/content/local-installation@oYeux7PbveYaVwXRzAg5x.md
+++ b/src/data/roadmaps/nodejs/content/local-installation@oYeux7PbveYaVwXRzAg5x.md
@@ -1,6 +1,6 @@
 # Local Installation
 
-Locally installed packages are available only to the project where the packages are installed, while the globally installed packages can be used any where without installing them into a project. Another usecase of the global packages is when using CLI tools.
+Locally installed packages are available only to the project where the packages are installed, while the globally installed packages can be used any where without installing them into a project. Another use case of the global packages is when using CLI tools.
 
 Visit the following resources to learn more:
 
diff --git a/src/data/roadmaps/nodejs/content/nodetest@oSLpy31XEcA2nRq9ks_LJ.md b/src/data/roadmaps/nodejs/content/nodetest@oSLpy31XEcA2nRq9ks_LJ.md
index 43fd94b6b..5073cd257 100644
--- a/src/data/roadmaps/nodejs/content/nodetest@oSLpy31XEcA2nRq9ks_LJ.md
+++ b/src/data/roadmaps/nodejs/content/nodetest@oSLpy31XEcA2nRq9ks_LJ.md
@@ -1 +1,15 @@
-# node:test
\ No newline at end of file
+# node:test
+
+`node:test` is a built-in module in Node.js that provides a simple, asynchronous test runner. It's designed to make writing tests as straightforward as writing any other code.
+
+## Key Features
+
+- Simplicity: Easy to use and understand.
+- Asynchronous Support: Handles asynchronous code gracefully.
+- Subtests: Allows for organizing tests into hierarchical structures.
+- Hooks: Provides beforeEach and afterEach hooks for setup and teardown.
+
+Visit the following resources to learn more:
+
+- [@official@Test Runner API Docs](https://nodejs.org/api/test.html)
+- [@official@Node.js Test Runner](https://nodejs.org/en/learn/test-runner/using-test-runner)
diff --git a/src/data/roadmaps/nodejs/content/playwright@Ix-g9pgJjEI04bSfROvlq.md b/src/data/roadmaps/nodejs/content/playwright@Ix-g9pgJjEI04bSfROvlq.md
index 454f06c7c..cacbda3dc 100644
--- a/src/data/roadmaps/nodejs/content/playwright@Ix-g9pgJjEI04bSfROvlq.md
+++ b/src/data/roadmaps/nodejs/content/playwright@Ix-g9pgJjEI04bSfROvlq.md
@@ -1 +1,11 @@
-# Playwright
\ No newline at end of file
+# Playwright
+
+Playwright is an open-source automation library developed by Microsoft for testing and automating web applications. 1  It offers a unified API to control Chromium, Firefox, and WebKit browsers, making it a versatile choice for cross-browser testing.
+
+Playwright provides a high-level API to interact with web pages. You can write scripts to simulate user actions, such as clicking buttons, filling forms, and navigating through different pages. Playwright handles the underlying browser interactions, making it easy to write and maintain tests.
+
+Visit the following resources to learn more:
+
+- [@official@Playwright Website](https://playwright.dev/)
+- [@official@Playwright Docs](https://playwright.dev/docs/getting-started-vscode)
+- [@article@Getting Started with Playwright](https://learn.microsoft.com/en-us/shows/getting-started-with-end-to-end-testing-with-playwright/)
diff --git a/src/data/roadmaps/nodejs/content/semantic-versioning@dOlzIXBfAPmbY542lNOe6.md b/src/data/roadmaps/nodejs/content/semantic-versioning@dOlzIXBfAPmbY542lNOe6.md
index 4bab781b9..604ffdda2 100644
--- a/src/data/roadmaps/nodejs/content/semantic-versioning@dOlzIXBfAPmbY542lNOe6.md
+++ b/src/data/roadmaps/nodejs/content/semantic-versioning@dOlzIXBfAPmbY542lNOe6.md
@@ -1 +1,23 @@
-# Semantic Versioning
\ No newline at end of file
+# Semantic Versioning
+
+Semantic Versioning is a standard for versioning software that's widely adopted in the npm ecosystem. It provides a clear and consistent way to communicate changes in a software package to users.
+
+## Version Format
+
+A semantic version number consists of three parts separated by dots:
+
+- MAJOR: Incremented when there are incompatible API changes.
+- MINOR: Incremented when new functionality is added in a backwards-compatible manner.
+- PATCH: Incremented when bug fixes are made without affecting the API.
+
+### Example: 1.2.3
+
+- 1 is the major version.
+- 2 is the minor version.
+- 3 is the patch version.
+
+Visit the following resources to learn more:
+
+- [@official@Semver.org](https://semver.org/)
+- [@article@Medium - Understanding Semantic Versioning](https://medium.com/codex/understanding-semantic-versioning-a-guide-for-developers-dad5f2b70583)
+- [@article@Devopedia - Semver](https://devopedia.org/semantic-versioning)
diff --git a/src/data/roadmaps/nodejs/content/testing@90NIFfbWjTbyKZKwyJlfI.md b/src/data/roadmaps/nodejs/content/testing@90NIFfbWjTbyKZKwyJlfI.md
index d64d922d8..6e8185d09 100644
--- a/src/data/roadmaps/nodejs/content/testing@90NIFfbWjTbyKZKwyJlfI.md
+++ b/src/data/roadmaps/nodejs/content/testing@90NIFfbWjTbyKZKwyJlfI.md
@@ -6,3 +6,6 @@ The two most common testing approaches are unit testing and end-to-end testing.
 
 Visit the following resources to learn more:
 
+- [@article@Wikipedia - Software Testing](https://en.wikipedia.org/wiki/Software_testing)
+- [@official@Vitest](https://vitest.dev/)
+- [@official@Jest](https://jest.io)
diff --git a/src/data/roadmaps/nodejs/content/using-apm@CvkjlOpT34lOHgzQHL40s.md b/src/data/roadmaps/nodejs/content/using-apm@CvkjlOpT34lOHgzQHL40s.md
index bd2522c3c..2909c6ed7 100644
--- a/src/data/roadmaps/nodejs/content/using-apm@CvkjlOpT34lOHgzQHL40s.md
+++ b/src/data/roadmaps/nodejs/content/using-apm@CvkjlOpT34lOHgzQHL40s.md
@@ -8,5 +8,5 @@ These tools send your logs from your running application into a single location.
 
 Visit the following resources to learn more:
 
-- [@article@Debugging using APM ](https://stackify.com/node-js-debugging-tips/)
+- [@article@Debugging using APM](https://stackify.com/node-js-debugging-tips/)
 - [@feed@Explore top posts about APM](https://app.daily.dev/tags/apm?ref=roadmapsh)
diff --git a/src/data/roadmaps/nodejs/content/using-debugger@XEGTeGWw05xWYOfUo3POE.md b/src/data/roadmaps/nodejs/content/using-debugger@XEGTeGWw05xWYOfUo3POE.md
index abc8cdc07..26d087958 100644
--- a/src/data/roadmaps/nodejs/content/using-debugger@XEGTeGWw05xWYOfUo3POE.md
+++ b/src/data/roadmaps/nodejs/content/using-debugger@XEGTeGWw05xWYOfUo3POE.md
@@ -1,4 +1,4 @@
-# Using debugger
+# Using Debugger
 
 Node.js includes a command-line debugging utility. The Node.js debugger client is not a full-featured debugger, but simple stepping and inspection are possible. To use it, start Node.js with the inspect argument followed by the path to the script to debug.
 
@@ -6,4 +6,5 @@ Example - `$ node inspect myscript.js`
 
 Visit the following resources to learn more:
 
-- [@official@Official Website](https://nodejs.org/api/debugger.html)
+- [@official@Official Docs](https://nodejs.org/api/debugger.html)
+- [@article@Freecodecamp.org - Debugging](https://www.freecodecamp.org/news/how-to-debug-node-js-applications/)
diff --git a/src/data/roadmaps/nodejs/content/vitest@qjToBaMenW3SDtEfoCbQ6.md b/src/data/roadmaps/nodejs/content/vitest@qjToBaMenW3SDtEfoCbQ6.md
index b1d983073..314ecac77 100644
--- a/src/data/roadmaps/nodejs/content/vitest@qjToBaMenW3SDtEfoCbQ6.md
+++ b/src/data/roadmaps/nodejs/content/vitest@qjToBaMenW3SDtEfoCbQ6.md
@@ -1 +1,8 @@
-# Vitest
\ No newline at end of file
+# Vitest
+
+Vitest is a Vite-native unit testing framework that's Jest-compatible. Vitest is a powerful testing library built on top of Vite that is growing in popularity. You can use Vitest for a range of testing needs, such as unit, integration, end-to-end (E2E), snapshot, and performance testing of functions and components. ESM, TypeScript, JSX. Out-of-box ESM, TypeScript and JSX support powered by esbuild. Vitest is free and open source.
+
+Visit the following resources to learn more:
+
+- [@official@Official Website](https://vitest.dev/)
+- [@article@Vitest Documentation](https://vitest.dev/guide/)
diff --git a/src/data/roadmaps/nodejs/content/what-is-nodejs@Mp056kNnwsRWeEXuhGPy-.md b/src/data/roadmaps/nodejs/content/what-is-nodejs@Mp056kNnwsRWeEXuhGPy-.md
index 89817a47f..0d236e6cf 100644
--- a/src/data/roadmaps/nodejs/content/what-is-nodejs@Mp056kNnwsRWeEXuhGPy-.md
+++ b/src/data/roadmaps/nodejs/content/what-is-nodejs@Mp056kNnwsRWeEXuhGPy-.md
@@ -1,12 +1,14 @@
 # What is Node.js
 
-Node.js is an open-source and cross-platform JavaScript runtime environment. It is a popular tool for almost any kind of project! Node.js runs the V8 JavaScript engine, Google Chrome's core, outside the browser. This allows Node.js to be very performant. A Node.js app runs in a single process, without creating a new thread for every request. Node.js provides a set of asynchronous I/O primitives in its standard library that prevent JavaScript code from blocking and generally, libraries in Node.js are written using non-blocking paradigms, making blocking behavior the exception rather than the norm.
+Node.js is an open-source and cross-platform JavaScript runtime environment. It is a popular tool for almost any kind of project! Node.js runs the V8 JavaScript engine, Google Chrome's core, outside the browser. This allows Node.js to be very performant. A Node.js app runs in a single process, without creating a new thread for every request.
+
+Node.js provides a set of asynchronous I/O primitives in its standard library that prevent JavaScript code from blocking and generally, libraries in Node.js are written using non-blocking paradigms, making blocking behavior the exception rather than the norm.
 
 Visit the following resources to learn more:
 
 - [@official@Official Website](https://nodejs.org/en/about/)
-- [@article@Node.JS Introduction](https://www.w3schools.com/nodejs/nodejs_intro.asp)
-- [@official@Official Website](https://nodejs.org/en/learn/getting-started/introduction-to-nodejs)
+- [@official@Node.js - Getting Started](https://nodejs.org/en/learn/getting-started/introduction-to-nodejs)
+- [@article@Node.js - Introduction](https://www.w3schools.com/nodejs/nodejs_intro.asp)
 - [@video@What is Node.js?](https://www.youtube.com/watch?v=uVwtVBpw7RQ)
 - [@video@How Node.js Works?](https://www.youtube.com/watch?v=jOupHNvDIq8)
 - [@feed@Explore top posts about Node.js](https://app.daily.dev/tags/nodejs?ref=roadmapsh)
diff --git a/src/data/roadmaps/nodejs/content/working-with-databases@5l-lZ8gwVLqqAF_n99vIO.md b/src/data/roadmaps/nodejs/content/working-with-databases@5l-lZ8gwVLqqAF_n99vIO.md
index 9b458922a..eac1d24bc 100644
--- a/src/data/roadmaps/nodejs/content/working-with-databases@5l-lZ8gwVLqqAF_n99vIO.md
+++ b/src/data/roadmaps/nodejs/content/working-with-databases@5l-lZ8gwVLqqAF_n99vIO.md
@@ -1,3 +1,7 @@
 # What is Database
 
 A database is an organized collection of structured information, or data, typically stored electronically in a computer system. A database is usually controlled by a database management system (DBMS).
+
+Visit the following resources to learn more:
+
+- [@article@Wikipedia - What is Database?](https://en.wikipedia.org/wiki/Database)
diff --git a/src/data/roadmaps/postgresql-dba/content/awk@HJCRntic0aGVvdmCN45aP.md b/src/data/roadmaps/postgresql-dba/content/awk@HJCRntic0aGVvdmCN45aP.md
index 7794a85d6..562974254 100644
--- a/src/data/roadmaps/postgresql-dba/content/awk@HJCRntic0aGVvdmCN45aP.md
+++ b/src/data/roadmaps/postgresql-dba/content/awk@HJCRntic0aGVvdmCN45aP.md
@@ -5,4 +5,5 @@ Awk is a versatile text processing tool that is widely used for various data man
 Learn more from the following resources:
 
 - [@article@Awk](https://www.grymoire.com/Unix/Awk.html)
-- [@article@Awk command in Linux/Unix](https://www.digitalocean.com/community/tutorials/awk-command-linux-unix)
\ No newline at end of file
+- [@article@Awk command in Linux/Unix](https://www.digitalocean.com/community/tutorials/awk-command-linux-unix)
+- [@video@Tutorial - AWK in 300 Seconds](https://www.youtube.com/watch?v=15DvGiWVNj0)
\ No newline at end of file
diff --git a/src/data/roadmaps/postgresql-dba/content/grep@cFtrSgboZRJ3Q63eaqEBf.md b/src/data/roadmaps/postgresql-dba/content/grep@cFtrSgboZRJ3Q63eaqEBf.md
index 0161a3e16..26b3c7152 100644
--- a/src/data/roadmaps/postgresql-dba/content/grep@cFtrSgboZRJ3Q63eaqEBf.md
+++ b/src/data/roadmaps/postgresql-dba/content/grep@cFtrSgboZRJ3Q63eaqEBf.md
@@ -5,4 +5,5 @@ Grep is a powerful command-line tool used for searching plain-text data sets aga
 Learn more from the following resources:
 
 - [@article@grep command in Linux/Unix](https://www.digitalocean.com/community/tutorials/grep-command-in-linux-unix)
-- [@article@Use the Grep Command](https://docs.rackspace.com/docs/use-the-linux-grep-command)
\ No newline at end of file
+- [@article@Use the Grep Command](https://docs.rackspace.com/docs/use-the-linux-grep-command)
+- [@video@Tutorial - grep: A Practical Guide](https://www.youtube.com/watch?v=crFZOrqlqao)
\ No newline at end of file
diff --git a/src/data/roadmaps/python/content/context-manager@KAXF2kUAOvtBZhY8G9rkI.md b/src/data/roadmaps/python/content/context-manager@KAXF2kUAOvtBZhY8G9rkI.md
index c07c15687..9a94e375e 100644
--- a/src/data/roadmaps/python/content/context-manager@KAXF2kUAOvtBZhY8G9rkI.md
+++ b/src/data/roadmaps/python/content/context-manager@KAXF2kUAOvtBZhY8G9rkI.md
@@ -1 +1,8 @@
-# Context Manager
\ No newline at end of file
+# Context Manager
+
+Context managers are a contruct in Python that allows you to set up context for a block of code, and then automatically clean up or relase resources when the block is exited. It is most commonly used with the `with` statement.
+
+Visit the following resources to learn more:
+
+- [@article@Context managers in Python](https://www.freecodecamp.org/news/context-managers-in-python/)
+- [@article@Context managers](https://book.pythontips.com/en/latest/context_managers.html)
diff --git a/src/data/roadmaps/python/content/variables-and-data-types@dEFLBGpiH6nbSMeR7ecaT.md b/src/data/roadmaps/python/content/variables-and-data-types@dEFLBGpiH6nbSMeR7ecaT.md
index 34590648d..d324ec970 100644
--- a/src/data/roadmaps/python/content/variables-and-data-types@dEFLBGpiH6nbSMeR7ecaT.md
+++ b/src/data/roadmaps/python/content/variables-and-data-types@dEFLBGpiH6nbSMeR7ecaT.md
@@ -8,5 +8,4 @@ Visit the following resources to learn more:
 - [@article@W3Schools — Python Variables](https://www.w3schools.com/python/python_variables.asp)
 - [@article@Python Data Types](https://www.w3schools.com/python/python_datatypes.asp)
 - [@article@Basic Data Types in Python](https://realpython.com/python-data-types/)
-- [@article@Python for Beginners: Data Types](https://thenewstack.io/python-for-beginners-data-types/)
-- [@video@Python Variables - Python Tutorial for Beginners with Examples | Mosh](https://www.youtube.com/watch?v=cQT33yu9pY8)
\ No newline at end of file
+- [@article@Python for Beginners: Data Types](https://thenewstack.io/python-for-beginners-data-types/)
\ No newline at end of file
diff --git a/src/data/roadmaps/react-native/content/100-introduction/100-what-is-react-native.md b/src/data/roadmaps/react-native/content/100-introduction/100-what-is-react-native.md
index 420894c00..3cfcbaf8d 100644
--- a/src/data/roadmaps/react-native/content/100-introduction/100-what-is-react-native.md
+++ b/src/data/roadmaps/react-native/content/100-introduction/100-what-is-react-native.md
@@ -1,6 +1,6 @@
 # React Native
 
-React Native is a popular open-source framework developed by Facebook for building mobile applications using JavaScript and React. It enables developers to build native mobile apps for iOS and Android platforms using a single codebase, which significantly speeds up development without compromising on the performance and usability of the apps.
+React Native is a popular open-source framework developed by Facebook for building mobile applications using JavaScript (or TypeScript) and React. It enables developers to build native mobile apps for iOS and Android platforms using a single codebase, which significantly speeds up development without compromising on the performance and usability of the apps.
 
 With React Native, you write components with JSX, a syntax that combines JavaScript and XML. These components can map to native UI elements like views, text, images, and more.
 
diff --git a/src/data/roadmaps/react-native/content/100-introduction/101-why-react-native.md b/src/data/roadmaps/react-native/content/100-introduction/101-why-react-native.md
index bfce6a013..117fb3432 100644
--- a/src/data/roadmaps/react-native/content/100-introduction/101-why-react-native.md
+++ b/src/data/roadmaps/react-native/content/100-introduction/101-why-react-native.md
@@ -1,9 +1,10 @@
 # Why React Native?
 
-React Native is a widely popular framework for building native mobile applications using JavaScript and React. There are plenty of reasons why you would want to choose React Native for your next mobile app development project:
+React Native is a widely popular framework for building native mobile applications using JavaScript (or TypeScript) and React. There are plenty of reasons why you would want to choose React Native for your next mobile app development project:
 
 - **Code Reusability:** React Native allows you to share a significant amount of your codebase between iOS and Android platforms. This not only reduces the development time but also makes it easier to maintain the app.
 - **Familiar React Concepts:** If you're already familiar with ReactJS, React Native will feel right at home for you. Since it's based on React, the same principles of components and state management apply in React Native too.
 - **Native Performance:** React Native apps deliver near-native performance as the framework works directly with native components like Views and Text, thus eliminating the need for WebView or other similar intermediaries.
 - **Vast Ecosystem:** React Native enjoys a huge community and vast ecosystem that includes a wide range of libraries and tools that simplify and accelerate the development process. Additionally, Facebook and other major companies actively contribute to the growth and improvement of React Native.
-- **Hot Reloading:** React Native supports hot-reloading, which means you can see the changes you make in your code directly on the device/emulator without having to recompile or rebuild the app entirely. This makes for a faster and more efficient development process.
\ No newline at end of file
+- **Hot Reloading:** React Native supports hot-reloading, which means you can see the changes you make in your code directly on the device/emulator without having to recompile or rebuild the app entirely. This makes for a faster and more efficient development process.
+- **Integration with Existing Apps:** Can be incorporated into existing mobile applications, providing flexibility to extend only parts of an app.
diff --git a/src/data/roadmaps/react-native/content/100-introduction/index.md b/src/data/roadmaps/react-native/content/100-introduction/index.md
index 5a051f219..8cb4b11ac 100644
--- a/src/data/roadmaps/react-native/content/100-introduction/index.md
+++ b/src/data/roadmaps/react-native/content/100-introduction/index.md
@@ -1,10 +1,9 @@
 # Introduction
 
-React Native is an open-source framework developed by Facebook that allows developers to build mobile applications using JavaScript and React. It enables building apps for both iOS and Android platforms by offering a shared codebase, which significantly reduces development time and effort.
+React Native is an open-source framework developed by Facebook that allows developers to build mobile applications using JavaScript (or TypeScript) and React. It enables building apps for both iOS and Android platforms by offering a shared codebase, which significantly reduces development time and effort.
 
 Visit the following resources to learn more:
 
 - [@article@Official Website](https://reactnative.dev/)
 - [@article@Official Getting Started to React Native](https://reactnative.dev/docs/getting-started)
-- [@video@Build a React Native App by Mosh](https://www.youtube.com/watch?v=0-S5a0eXPoc)
-- - [@video@React Native Course for Beginners in 2024 | Build a Full Stack React Native App](https://www.youtube.com/watch?v=ZBCUegTZF7M)
+- [@video@React Native Course for Beginners in 2024 | Build a Full Stack React Native App](https://www.youtube.com/watch?v=ZBCUegTZF7M)
diff --git a/src/data/roadmaps/react/content/component--libraries@thfnymb_UIiKxakKfiua5.md b/src/data/roadmaps/react/content/component--libraries@thfnymb_UIiKxakKfiua5.md
index db07127cd..52744f397 100644
--- a/src/data/roadmaps/react/content/component--libraries@thfnymb_UIiKxakKfiua5.md
+++ b/src/data/roadmaps/react/content/component--libraries@thfnymb_UIiKxakKfiua5.md
@@ -1 +1,3 @@
-# Component / Libraries
\ No newline at end of file
+# Component / Libraries
+
+React component libraries are collections of pre-built, reusable components that can be used to speed up the development process. They can be styled using CSS in various ways, including traditional CSS files, CSS modules, and CSS-in-JS solutions like styled-components.
\ No newline at end of file
diff --git a/src/data/roadmaps/react/content/gsock@y2dI1DVLWKAkv6VRpgaQa.md b/src/data/roadmaps/react/content/gsock@y2dI1DVLWKAkv6VRpgaQa.md
index 993fe67d9..019c82932 100644
--- a/src/data/roadmaps/react/content/gsock@y2dI1DVLWKAkv6VRpgaQa.md
+++ b/src/data/roadmaps/react/content/gsock@y2dI1DVLWKAkv6VRpgaQa.md
@@ -1,2 +1,9 @@
 # GSock
 
+`GSAP` (GreenSock Animation Platform) is a framework-agnostic JavaScript animation library that turns developers into animation superheroes. Build high-performance animations that work in every major browser. Animate CSS, SVG, canvas, React, Vue, WebGL, colors, strings, motion paths, generic objects...anything JavaScript can touch!
+
+Visit the following resources to learn more:
+
+- [@official@GSAP: Homepage](https://gsap.com/docs/v3/)
+- [@article@The Beginner's Guide to the GreenSock Animation Platform](https://www.freecodecamp.org/news/the-beginners-guide-to-the-greensock-animation-platform-7dc9fd9eb826/)
+- [@video@Intro to Greensock Web Animation](https://www.youtube.com/watch?v=EOa7ccPWvXg)
\ No newline at end of file
diff --git a/src/data/roadmaps/react/content/hooks-best-practices@mkyU0ug8MXxV4biHuOity.md b/src/data/roadmaps/react/content/hooks-best-practices@mkyU0ug8MXxV4biHuOity.md
index ba398821a..71fc0b8e2 100644
--- a/src/data/roadmaps/react/content/hooks-best-practices@mkyU0ug8MXxV4biHuOity.md
+++ b/src/data/roadmaps/react/content/hooks-best-practices@mkyU0ug8MXxV4biHuOity.md
@@ -1,6 +1,11 @@
 # Hooks Best Practices
 
-Learn the best practices for using React hooks from the following resources:
+To fully leverage the capabilities of React Hooks, it is crucial to adopt best practices that not only enhance code readability but also optimize performance. By adhering to these practices, developers can create cleaner, more maintainable components that make the most of React's powerful features, leading to a more efficient and enjoyable development experience.
 
+Learn more from the following resources:
+
+- [@official@Rules of Hooks](https://react.dev/reference/rules/rules-of-hooks/)
+- [@article@React Hooks Best Practices: Unlocking Efficiency and Elegance](https://medium.com/womenintechnology/react-hooks-best-practices-unlocking-efficiency-and-elegance-da23f7e1418a)
+- [@article@Mastering React Hooks: Best Practices and Common Pitfalls](https://dev.to/codesensei/mastering-react-hooks-best-practices-and-common-pitfalls-3d9i)
 - [@article@React Hooks Cheat Sheet: Best Practices with Examples](https://blog.logrocket.com/react-hooks-cheat-sheet-solutions-common-problems/)
 - [@article@React Custom Hooks: Best Practices and Examples](https://utopia-insights.dev/react-custom-hooks-best-practices-and-examples/)
\ No newline at end of file
diff --git a/src/data/roadmaps/rust/content/101-language-basics/103-data-structures/110-linked-list.md b/src/data/roadmaps/rust/content/101-language-basics/103-data-structures/110-linked-list.md
index 3b57e1d82..124930269 100644
--- a/src/data/roadmaps/rust/content/101-language-basics/103-data-structures/110-linked-list.md
+++ b/src/data/roadmaps/rust/content/101-language-basics/103-data-structures/110-linked-list.md
@@ -5,3 +5,4 @@ The **Linked List** in Rust is a sequence of nodes where each node consists of a
 Learn more from the following links:
 
 - [@official@LinkedList in std::collections - Rust](https://doc.rust-lang.org/std/collections/struct.LinkedList.html)
+- [@opensource@Too Many Linked Lists](https://rust-unofficial.github.io/too-many-lists/)
diff --git a/src/data/roadmaps/software-architect/content/javascript--typescript@bhP5gMpRVebSFpCeHVXBj.md b/src/data/roadmaps/software-architect/content/javascript--typescript@bhP5gMpRVebSFpCeHVXBj.md
index 450d439ec..bf94994d4 100644
--- a/src/data/roadmaps/software-architect/content/javascript--typescript@bhP5gMpRVebSFpCeHVXBj.md
+++ b/src/data/roadmaps/software-architect/content/javascript--typescript@bhP5gMpRVebSFpCeHVXBj.md
@@ -14,6 +14,6 @@ Visit the following resources to learn more:
 - [@article@Official Docs for Deep Dives](https://www.typescriptlang.org/docs/)
 - [@article@The TypeScript Handbook](https://www.typescriptlang.org/docs/handbook/intro.html)
 - [@article@TypeScript Tutorial](https://www.tutorialspoint.com/typescript/index.htm)
-- [@article@Scrimba — TypeScript Basics](https://scrimba.com/learn/typescript)
+- [@article@Scrimba — TypeScript Basics](https://scrimba.com/learn/typescript?via=roadmap)
 - [@video@TypeScript for Beginners](https://www.youtube.com/watch?v=BwuLxPH8IDs)
 - [@feed@Explore top posts about JavaScript](https://app.daily.dev/tags/javascript?ref=roadmapsh)
diff --git a/src/data/roadmaps/vue/content/v-else@0CtAZQcFJexMiJfZ-mofv.md b/src/data/roadmaps/vue/content/v-else@0CtAZQcFJexMiJfZ-mofv.md
index 6b401a36d..6f16bc1d6 100644
--- a/src/data/roadmaps/vue/content/v-else@0CtAZQcFJexMiJfZ-mofv.md
+++ b/src/data/roadmaps/vue/content/v-else@0CtAZQcFJexMiJfZ-mofv.md
@@ -1 +1,7 @@
-# v-else
\ No newline at end of file
+# v-else
+
+The `v-else` conditionally renders an element or a template fragment as a function in case the `v-if` does not fulfil the condition.
+
+Visit the following resources for more information:
+
+- [@official@v-else documentation](https://vuejs.org/api/built-in-directives.html#v-else)
diff --git a/src/hooks/use-sticky-stuck.tsx b/src/hooks/use-sticky-stuck.tsx
new file mode 100644
index 000000000..23ffb59bd
--- /dev/null
+++ b/src/hooks/use-sticky-stuck.tsx
@@ -0,0 +1,29 @@
+import { type RefObject, useEffect, useState } from 'react';
+import { isMobileScreen } from '../lib/is-mobile.ts';
+
+// Checks if the sticky element is stuck or not
+export function useStickyStuck<T extends HTMLElement>(
+  ref: RefObject<T>,
+  offset: number = 0,
+): boolean {
+  const [isSticky, setIsSticky] = useState(false);
+
+  useEffect(() => {
+    if (isMobileScreen()) {
+      return;
+    }
+
+    const handleScroll = () => {
+      if (ref.current) {
+        setIsSticky(ref.current.getBoundingClientRect().top <= offset);
+      }
+    };
+
+    window.addEventListener('scroll', handleScroll);
+    return () => {
+      window.removeEventListener('scroll', handleScroll);
+    };
+  }, [ref, offset]);
+
+  return isSticky;
+}
diff --git a/src/layouts/BaseLayout.astro b/src/layouts/BaseLayout.astro
index f7912f35c..6dd31190c 100644
--- a/src/layouts/BaseLayout.astro
+++ b/src/layouts/BaseLayout.astro
@@ -109,7 +109,10 @@ const gaPageIdentifier = Astro.url.pathname
     />
     <meta name='apple-mobile-web-app-title' content='roadmap.sh' />
     <meta name='application-name' content='roadmap.sh' />
-    <meta name="ahrefs-site-verification" content="04588b1b3d0118b4f973fa24f9df38ca6300d152cc26529a639e9a34d09c9880">
+    <meta
+      name='ahrefs-site-verification'
+      content='04588b1b3d0118b4f973fa24f9df38ca6300d152cc26529a639e9a34d09c9880'
+    />
 
     <link
       rel='apple-touch-icon'
diff --git a/src/lib/date.ts b/src/lib/date.ts
index 0316c2ca4..2adbc3a86 100644
--- a/src/lib/date.ts
+++ b/src/lib/date.ts
@@ -33,11 +33,15 @@ export function getRelativeTimeString(
     } else {
       relativeTime = rtf.format(-diffInDays, 'day');
     }
+  } else if (diffInDays < 30) {
+    relativeTime = rtf.format(-Math.round(diffInDays / 7), 'week');
+  } else if (diffInDays < 365) {
+    relativeTime = rtf.format(-Math.round(diffInDays / 30), 'month');
   } else {
     if (isTimed) {
       relativeTime = dayjs(date).format('MMM D, YYYY h:mm A');
     } else {
-      relativeTime = rtf.format(-Math.round(diffInDays / 7), 'week');
+      relativeTime = dayjs(date).format('MMM D, YYYY');
     }
   }
 
diff --git a/src/lib/discord.ts b/src/lib/discord.ts
index 7ad803593..a1ac8ce32 100644
--- a/src/lib/discord.ts
+++ b/src/lib/discord.ts
@@ -29,7 +29,7 @@ export async function getDiscordInfo(): Promise<{
     };
   } catch (e) {
     discordStats = {
-      url: `https://discord.gg/ZrSpJ8zH`,
+      url: `https://roadmap.sh/discord`,
       total: 17000,
       totalFormatted: '17k',
       online: 0,
diff --git a/src/lib/github.ts b/src/lib/github.ts
index 26e7988a8..ffe36c467 100644
--- a/src/lib/github.ts
+++ b/src/lib/github.ts
@@ -32,3 +32,42 @@ export async function getFormattedStars(
 
   return formatter.format(stars);
 }
+
+const defaultRanking = "7th";
+let ranking: string;
+
+export async function getRepositoryRank(
+  repo = 'kamranahmedse/developer-roadmap',
+): Promise<string> {
+  try {
+    const response = await fetch(`https://api.github.com/search/repositories?q=stars:>100000&o=desc&s=stars`);
+    const json = await response.json();
+    const repositories = json.items || [];
+    for (let rank = 1; rank <= repositories.length; rank++) {
+      if (repositories[rank - 1].full_name.toLowerCase() === repo.toLowerCase()) {
+        ranking = `${rank}${getOrdinalSuffix(rank)}`;
+      }
+    }
+  } catch (e) {
+    console.log('Failed to fetch ranking');
+    ranking = defaultRanking;
+  }
+
+  return ranking;
+}
+
+function getOrdinalSuffix(rank: number): string {
+  if (11 <= rank % 100 && rank % 100 <= 13) {
+    return 'th';
+  }
+  switch (rank % 10) {
+    case 1:
+      return 'st';
+    case 2:
+      return 'nd';
+    case 3:
+      return 'rd';
+    default:
+      return 'th';
+  }
+}
\ No newline at end of file
diff --git a/src/lib/is-mobile.ts b/src/lib/is-mobile.ts
index 914b4b401..56022a5d5 100644
--- a/src/lib/is-mobile.ts
+++ b/src/lib/is-mobile.ts
@@ -25,3 +25,9 @@ export function isIOS(): boolean {
 export function isMobile(): boolean {
   return isAndroid() || isIOS();
 }
+
+export function isMobileScreen(): boolean {
+  return (
+    typeof window !== 'undefined' && (window.innerWidth < 640 || isMobile())
+  );
+}
diff --git a/src/pages/[roadmapId]/courses.astro b/src/pages/[roadmapId]/courses.astro
new file mode 100644
index 000000000..a1726b405
--- /dev/null
+++ b/src/pages/[roadmapId]/courses.astro
@@ -0,0 +1,131 @@
+---
+import { EditorRoadmap } from '../../components/EditorRoadmap/EditorRoadmap';
+import FAQs, { type FAQType } from '../../components/FAQs/FAQs.astro';
+import FrameRenderer from '../../components/FrameRenderer/FrameRenderer.astro';
+import RelatedRoadmaps from '../../components/RelatedRoadmaps.astro';
+import RoadmapHeader from '../../components/RoadmapHeader.astro';
+import { FolderKanbanIcon } from 'lucide-react';
+import { EmptyProjects } from '../../components/Projects/EmptyProjects';
+import ShareIcons from '../../components/ShareIcons/ShareIcons.astro';
+import { TopicDetail } from '../../components/TopicDetail/TopicDetail';
+import { UserProgressModal } from '../../components/UserProgress/UserProgressModal';
+import BaseLayout from '../../layouts/BaseLayout.astro';
+import { getProjectsByRoadmapId } from '../../lib/project';
+import {
+  generateArticleSchema,
+  generateFAQSchema,
+} from '../../lib/jsonld-schema';
+import { getOpenGraphImageUrl } from '../../lib/open-graph';
+import { type RoadmapFrontmatter, getRoadmapIds } from '../../lib/roadmap';
+import RoadmapNote from '../../components/RoadmapNote.astro';
+import { RoadmapTitleQuestion } from '../../components/RoadmapTitleQuestion';
+import ResourceProgressStats from '../../components/ResourceProgressStats.astro';
+import AstroIcon from '../../components/AstroIcon.astro';
+import CourseStep from '../../components/courses/CourseStep.astro';
+import Milestone from '../../components/courses/Milestone.astro';
+
+export async function getStaticPaths() {
+  const roadmapIds = await getRoadmapIds();
+
+  return roadmapIds.map((roadmapId) => ({
+    params: { roadmapId },
+  }));
+}
+
+interface Params extends Record<string, string | undefined> {
+  roadmapId: string;
+}
+
+const { roadmapId } = Astro.params as Params;
+const roadmapFile = await import(
+  `../../data/roadmaps/${roadmapId}/${roadmapId}.md`
+);
+
+const roadmapData = roadmapFile.frontmatter as RoadmapFrontmatter;
+
+// update og for projects
+const ogImageUrl =
+  roadmapData?.seo?.ogImageUrl ||
+  getOpenGraphImageUrl({
+    group: 'roadmap',
+    resourceId: roadmapId,
+  });
+
+const descriptionNoun = {
+  'AI and Data Scientist': 'AI and Data Science',
+  'Game Developer': 'Game Development',
+  'Technical Writer': 'Technical Writing',
+  'Product Manager': 'Product Management',
+};
+
+const title = `${roadmapData.briefTitle} Courses`;
+const description = `Courses and project driven path to help you master ${descriptionNoun[roadmapData.briefTitle] || roadmapData.briefTitle}`;
+
+const seoTitle = `${roadmapData.briefTitle} Courses`;
+const nounTitle =
+  descriptionNoun[roadmapData.briefTitle] || roadmapData.briefTitle;
+const seoDescription = `Seeking ${nounTitle.toLowerCase()} courses to enhance your skills? Explore our top free and paid courses to help you become a ${nounTitle} expert!`;
+---
+
+<BaseLayout
+  permalink={`/${roadmapId}`}
+  title={seoTitle}
+  description={seoDescription}
+  briefTitle={roadmapData.briefTitle}
+  ogImageUrl={ogImageUrl}
+  keywords={roadmapData.seo.keywords}
+  resourceId={roadmapId}
+  resourceType='roadmap'
+  noIndex={true}
+>
+  <div class='bg-gray-50'>
+    <RoadmapHeader
+      title={title}
+      description={description}
+      note={roadmapData.note}
+      tnsBannerLink={roadmapData.tnsBannerLink}
+      roadmapId={roadmapId}
+      hasTopics={roadmapData.hasTopics}
+      isUpcoming={roadmapData.isUpcoming}
+      isForkable={roadmapData.isForkable}
+      question={roadmapData.question}
+      activeTab='courses'
+    />
+
+    <div class='container'>
+      <div class='relative my-3 rounded-lg border bg-white px-12 py-8'>
+        <span class='absolute inset-y-0 left-[26.3px] w-[1px] bg-black'></span>
+
+        <div class='mb-8 flex flex-col gap-4 text-sm text-gray-500 leading-normal'>
+          <p>
+            Frontend development is a vast field with a lot of tools and
+            technologies. We have the <a class="font-medium underline underline-offset-2 text-black" href="/frontend">frontend roadmap</a>
+            which is filled with a lot of <span class="font-medium text-black">free and good</span> resources to help you learn. But sometimes it helps to have a minimalistic list of courses
+            and project recommendations to help you get started.
+          </p>
+
+          <p class="bg-yellow-100 text-yellow-900 rounded-md p-2">
+            Below are some of the best courses (paid) and projects to help you learn frontend development. These are handpicked and are a great way to get started.
+          </p>
+
+          <p>
+            Please note that these are paid courses curated from external platforms. We earn a small commission if you purchase the course using the links below. This helps us maintain the website and keep it free for everyone.
+          </p>
+
+          <p>
+            If you are looking for free resources, you can check out the <a class="font-medium underline underline-offset-2 text-black" href="/frontend">frontend roadmap</a>. Also, we have a <a class="font-medium underline underline-offset-2 text-black" href="/frontend/projects">list of projects</a> that you can work on to enhance your skills.
+          </p>
+        </div>
+
+        <!--Step content curator-->
+        <CourseStep />
+        <div class='mt-8'></div>
+        <CourseStep />
+        <div class='mt-8'></div>
+        <Milestone />
+        <div class='mt-8'></div>
+        <CourseStep />
+      </div>
+    </div>
+  </div>
+</BaseLayout>
diff --git a/src/pages/[roadmapId]/courses.json.ts b/src/pages/[roadmapId]/courses.json.ts
new file mode 100644
index 000000000..20155b72c
--- /dev/null
+++ b/src/pages/[roadmapId]/courses.json.ts
@@ -0,0 +1,33 @@
+import type { APIRoute } from 'astro';
+import { getRoadmapIds } from '../../lib/roadmap.ts';
+
+export async function getStaticPaths() {
+  const coursesJsons: Record<string, any> = import.meta.glob(
+    '/src/data/roadmaps/**/courses.json',
+    {
+      eager: true,
+    },
+  );
+
+  const roadmapIds = await getRoadmapIds();
+
+  return roadmapIds.map((roadmapId) => ({
+    params: {
+      roadmapId,
+    },
+    props: {
+      courses:
+        coursesJsons[`/src/data/roadmaps/${roadmapId}/courses.json`]?.default ||
+        {},
+    },
+  }));
+}
+
+export const GET: APIRoute = async function ({ params, request, props }) {
+  return new Response(JSON.stringify(props.courses), {
+    status: 200,
+    headers: {
+      'Content-Type': 'application/json',
+    },
+  });
+};
diff --git a/src/pages/about.astro b/src/pages/about.astro
index c78a314ee..1371bb140 100644
--- a/src/pages/about.astro
+++ b/src/pages/about.astro
@@ -1,5 +1,8 @@
 ---
 import BaseLayout from '../layouts/BaseLayout.astro';
+import { getRepositoryRank } from '../lib/github.ts';
+
+const repoRank = await getRepositoryRank('kamranahmedse/developer-roadmap');
 ---
 
 <BaseLayout title='About roadmap.sh' permalink={'/about'}>
@@ -73,7 +76,7 @@ import BaseLayout from '../layouts/BaseLayout.astro';
               href='https://github.com/search?o=desc&q=stars%3A%3E100000&s=stars&type=Repositories'
               target='_blank'
               class='font-bold underline'
-              >the 6th most starred opensource project on GitHub</a
+              >the {repoRank} most starred opensource project on GitHub</a
             > and gets visited by hundreds of thousands of developers every month.
             We also have newsletter with 150,000+ developers. All the roadmaps are
             created and reviewed by community and several subject matter experts.
diff --git a/src/pages/devops/career-path.astro b/src/pages/devops/career-path.astro
new file mode 100644
index 000000000..af1f52631
--- /dev/null
+++ b/src/pages/devops/career-path.astro
@@ -0,0 +1,31 @@
+---
+import GuideContent from '../../components/Guide/GuideContent.astro';
+import GuideHeader from '../../components/GuideHeader.astro';
+import BaseLayout from '../../layouts/BaseLayout.astro';
+import { getGuideById } from '../../lib/guide';
+import { getOpenGraphImageUrl } from '../../lib/open-graph';
+import { replaceVariables } from '../../lib/markdown';
+
+const guideId = 'devops-career-path';
+const guide = await getGuideById(guideId);
+
+const { frontmatter: guideData } = guide!;
+
+const ogImageUrl =
+  guideData.seo.ogImageUrl ||
+  getOpenGraphImageUrl({
+    group: 'guide',
+    resourceId: guideId,
+  });
+---
+
+<BaseLayout
+  title={replaceVariables(guideData.seo.title)}
+  description={replaceVariables(guideData.seo.description)}
+  permalink={guide.frontmatter.excludedBySlug}
+  canonicalUrl={guideData.canonicalUrl}
+  ogImageUrl={ogImageUrl}
+>
+  <GuideHeader guide={guide!} />
+  <GuideContent guide={guide!} />
+</BaseLayout>
diff --git a/src/pages/devops/devops-engineer.astro b/src/pages/devops/devops-engineer.astro
new file mode 100644
index 000000000..c90546429
--- /dev/null
+++ b/src/pages/devops/devops-engineer.astro
@@ -0,0 +1,31 @@
+---
+import GuideContent from '../../components/Guide/GuideContent.astro';
+import GuideHeader from '../../components/GuideHeader.astro';
+import BaseLayout from '../../layouts/BaseLayout.astro';
+import { getGuideById } from '../../lib/guide';
+import { getOpenGraphImageUrl } from '../../lib/open-graph';
+import { replaceVariables } from '../../lib/markdown';
+
+const guideId = 'devops-engineer';
+const guide = await getGuideById(guideId);
+
+const { frontmatter: guideData } = guide!;
+
+const ogImageUrl =
+  guideData.seo.ogImageUrl ||
+  getOpenGraphImageUrl({
+    group: 'guide',
+    resourceId: guideId,
+  });
+---
+
+<BaseLayout
+  title={replaceVariables(guideData.seo.title)}
+  description={replaceVariables(guideData.seo.description)}
+  permalink={guide.frontmatter.excludedBySlug}
+  canonicalUrl={guideData.canonicalUrl}
+  ogImageUrl={ogImageUrl}
+>
+  <GuideHeader guide={guide!} />
+  <GuideContent guide={guide!} />
+</BaseLayout>
diff --git a/src/pages/discord.astro b/src/pages/discord.astro
index f00cac2c9..df02f1f1f 100644
--- a/src/pages/discord.astro
+++ b/src/pages/discord.astro
@@ -1,6 +1,6 @@
 ---
 export const prerender = false;
-const discordLink = 'https://discord.gg/ZrSpJ8zH';
+const discordLink = 'https://discord.gg/GBY7zEc3uB';
 
 return Astro.redirect(discordLink);
 ---
diff --git a/src/pages/frontend/how-to-become-frontend-developer.astro b/src/pages/frontend/how-to-become-frontend-developer.astro
new file mode 100644
index 000000000..5a2f32954
--- /dev/null
+++ b/src/pages/frontend/how-to-become-frontend-developer.astro
@@ -0,0 +1,31 @@
+---
+import GuideContent from '../../components/Guide/GuideContent.astro';
+import GuideHeader from '../../components/GuideHeader.astro';
+import BaseLayout from '../../layouts/BaseLayout.astro';
+import { getGuideById } from '../../lib/guide';
+import { getOpenGraphImageUrl } from '../../lib/open-graph';
+import { replaceVariables } from '../../lib/markdown';
+
+const guideId = 'how-to-become-frontend-developer';
+const guide = await getGuideById(guideId);
+
+const { frontmatter: guideData } = guide!;
+
+const ogImageUrl =
+  guideData.seo.ogImageUrl ||
+  getOpenGraphImageUrl({
+    group: 'guide',
+    resourceId: guideId,
+  });
+---
+
+<BaseLayout
+  title={replaceVariables(guideData.seo.title)}
+  description={replaceVariables(guideData.seo.description)}
+  permalink={guide.frontmatter.excludedBySlug}
+  canonicalUrl={guideData.canonicalUrl}
+  ogImageUrl={ogImageUrl}
+>
+  <GuideHeader guide={guide!} />
+  <GuideContent guide={guide!} />
+</BaseLayout>
diff --git a/src/pages/projects/[projectId].astro b/src/pages/projects/[projectId].astro
deleted file mode 100644
index bbec101dc..000000000
--- a/src/pages/projects/[projectId].astro
+++ /dev/null
@@ -1,129 +0,0 @@
----
-import { EditorRoadmap } from '../../components/EditorRoadmap/EditorRoadmap';
-import FrameRenderer from '../../components/FrameRenderer/FrameRenderer.astro';
-import RelatedRoadmaps from '../../components/RelatedRoadmaps.astro';
-import RoadmapHeader from '../../components/RoadmapHeader.astro';
-import ShareIcons from '../../components/ShareIcons/ShareIcons.astro';
-import { TopicDetail } from '../../components/TopicDetail/TopicDetail';
-import { UserProgressModal } from '../../components/UserProgress/UserProgressModal';
-import BaseLayout from '../../layouts/BaseLayout.astro';
-import { Badge } from '../../components/Badge';
-import {
-  generateArticleSchema,
-  generateFAQSchema,
-} from '../../lib/jsonld-schema';
-import { getOpenGraphImageUrl } from '../../lib/open-graph';
-import { type RoadmapFrontmatter, getRoadmapIds } from '../../lib/roadmap';
-import RoadmapNote from '../../components/RoadmapNote.astro';
-import { RoadmapTitleQuestion } from '../../components/RoadmapTitleQuestion';
-import ResourceProgressStats from '../../components/ResourceProgressStats.astro';
-import {
-  getAllProjects,
-  getProjectById,
-  getProjectsByRoadmapId,
-  ProjectFrontmatter,
-} from '../../lib/project';
-import AstroIcon from '../../components/AstroIcon.astro';
-import MarkdownFile from '../../components/MarkdownFile.astro';
-import Github from '../github.astro';
-
-export async function getStaticPaths() {
-  const projects = await getAllProjects();
-
-  return projects
-    .map((project) => project.id)
-    .map((projectId) => ({
-      params: { projectId },
-    }));
-}
-
-interface Params extends Record<string, string | undefined> {
-  projectId: string;
-}
-
-const { projectId } = Astro.params as Params;
-
-const project = await getProjectById(projectId);
-const projectData = project.frontmatter as ProjectFrontmatter;
-
-let jsonLdSchema = [];
-
-const ogImageUrl = projectData?.seo?.ogImageUrl || '/images/og-img.png';
-const githubUrl = `https://github.com/kamranahmedse/developer-roadmap/tree/master/src/data/projects/${projectId}.md`;
----
-
-<BaseLayout
-  permalink={`/projects/${projectId}`}
-  title={projectData?.seo?.title}
-  briefTitle={projectData.title}
-  ogImageUrl={ogImageUrl}
-  description={projectData.seo.description}
-  keywords={projectData.seo.keywords}
-  jsonLd={jsonLdSchema}
-  resourceId={projectId}
-  resourceType='project'
->
-  <div class='bg-gray-50'>
-    <div class='container'>
-      <div
-        class='my-3 flex flex-wrap flex-row items-center gap-1.5 rounded-md border bg-white px-2 py-2 text-sm'
-      >
-        <AstroIcon icon='map' class='h-4 w-4' />
-        Relevant roadmaps <span class='flex flex-row flex-wrap gap-1'>
-          {
-            project.roadmaps.map((roadmap) => (
-              <a
-                class='bg-gray-500 text-white text-sm px-1.5 rounded hover:bg-black transition-colors'
-                href={`/${roadmap.id}`}
-              >
-                {roadmap.frontmatter?.briefTitle}
-              </a>
-            ))
-          }
-        </span>
-      </div>
-
-      <div class='mb-3 overflow-hidden rounded-lg border bg-white p-5'>
-        <div class='relative -mx-2 -mt-2 mb-5 rounded-lg bg-gray-100/70 p-5'>
-          <div class='absolute right-2 top-2'>
-            <Badge variant='yellow' text={projectData.difficulty} />
-          </div>
-          <div class='mb-5'>
-            <h1 class='mb-1.5 text-3xl font-semibold'>{projectData.title}</h1>
-            <p class='text-gray-500'>{projectData.description}</p>
-          </div>
-
-          <div class='mt-4'>
-            <div class='flex flex-row gap-1.5 flex-wrap'>
-              {
-                projectData.skills.map((skill) => (
-                  <Badge variant='green' text={skill} />
-                ))
-              }
-            </div>
-          </div>
-        </div>
-
-        <div
-          class='prose max-w-full prose-blockquote:font-normal prose-blockquote:text-gray-500 prose-h2:mb-3 prose-h2:mt-5 prose-h3:mb-1 prose-h3:mt-5 prose-p:mb-2 prose-pre:my-3 prose-ul:my-3.5 prose-hr:my-5 [&>ul>li]:my-1'
-        >
-          <project.Content />
-        </div>
-
-        <div
-          class='mt-5 flex flex-wrap items-center justify-center rounded-lg bg-yellow-100 p-2.5 text-sm'
-        >
-          <AstroIcon class='mr-2 inline-block h-5 w-5' icon='github' />
-          Found a mistake?
-          <a
-            class='ml-1 underline underline-offset-2'
-            href={githubUrl}
-            target='_blank'
-          >
-            Help us improve this page
-          </a>
-        </div>
-      </div>
-    </div>
-  </div>
-</BaseLayout>
diff --git a/src/pages/projects/[projectId]/index.astro b/src/pages/projects/[projectId]/index.astro
new file mode 100644
index 000000000..742aa29f1
--- /dev/null
+++ b/src/pages/projects/[projectId]/index.astro
@@ -0,0 +1,94 @@
+---
+import BaseLayout from '../../../layouts/BaseLayout.astro';
+import { Badge } from '../../../components/Badge';
+import {
+  getAllProjects,
+  getProjectById,
+  type ProjectFrontmatter,
+} from '../../../lib/project';
+import AstroIcon from '../../../components/AstroIcon.astro';
+import { ProjectStepper } from '../../../components/Projects/StatusStepper/ProjectStepper';
+import { ProjectTabs } from '../../../components/Projects/ProjectTabs';
+
+export async function getStaticPaths() {
+  const projects = await getAllProjects();
+
+  return projects
+    .map((project) => project.id)
+    .map((projectId) => ({
+      params: { projectId },
+    }));
+}
+
+interface Params extends Record<string, string | undefined> {
+  projectId: string;
+}
+
+const { projectId } = Astro.params as Params;
+
+const project = await getProjectById(projectId);
+const projectData = project.frontmatter as ProjectFrontmatter;
+
+let jsonLdSchema: any[] = [];
+
+const ogImageUrl = projectData?.seo?.ogImageUrl || '/images/og-img.png';
+const githubUrl = `https://github.com/kamranahmedse/developer-roadmap/tree/master/src/data/projects/${projectId}.md`;
+---
+
+<BaseLayout
+  permalink={`/projects/${projectId}`}
+  title={projectData?.seo?.title}
+  briefTitle={projectData.title}
+  ogImageUrl={ogImageUrl}
+  description={projectData.seo.description}
+  keywords={projectData.seo.keywords}
+  jsonLd={jsonLdSchema}
+  resourceId={projectId}
+>
+  <div class='bg-gray-50'>
+    <div class='container'>
+      <ProjectTabs projectId={projectId} activeTab='details' />
+
+      <div class='mb-4 rounded-lg border bg-gradient-to-b from-gray-100 to-white to-10% py-2 p-4 sm:p-5'>
+        <div class='relative'>
+          <div class='mb-4 hidden sm:flex items-center justify-between'>
+            <div class='flex flex-row flex-wrap gap-1.5'>
+              {
+                projectData.skills.map((skill) => (
+                    <Badge variant='green' text={skill} />
+                ))
+              }
+            </div>
+            <Badge variant='yellow' text={projectData.difficulty} />
+          </div>
+          <div class="my-2 sm:my-7">
+            <h1 class='mb-1 sm:mb-2 text-xl sm:text-3xl font-semibold'>{projectData.title}</h1>
+            <p class='text-balance text-sm text-gray-500'>{projectData.description}</p>
+          </div>
+        </div>
+
+        <ProjectStepper projectId={projectId} client:load />
+
+        <div
+          class='prose max-w-full prose-h2:mb-3 prose-h2:mt-5 prose-h3:mb-1 prose-h3:mt-5 prose-p:mb-2 prose-blockquote:font-normal prose-blockquote:text-gray-500 prose-pre:my-3 prose-ul:my-3.5 prose-hr:my-5 [&>ul>li]:my-1'
+        >
+          <project.Content />
+        </div>
+
+        <div
+          class='mt-5 flex flex-wrap items-center justify-center rounded-lg p-2.5 text-sm'
+        >
+          <AstroIcon class='mr-2 inline-block h-5 w-5' icon='github' />
+          Found a mistake?
+          <a
+            class='ml-1 underline underline-offset-2'
+            href={githubUrl}
+            target='_blank'
+          >
+            Help us improve.
+          </a>
+        </div>
+      </div>
+    </div>
+  </div>
+</BaseLayout>
diff --git a/src/pages/projects/[projectId]/solutions.astro b/src/pages/projects/[projectId]/solutions.astro
new file mode 100644
index 000000000..09031abaf
--- /dev/null
+++ b/src/pages/projects/[projectId]/solutions.astro
@@ -0,0 +1,66 @@
+---
+import BaseLayout from '../../../layouts/BaseLayout.astro';
+import { Badge } from '../../../components/Badge';
+import {
+  getAllProjects,
+  getProjectById,
+  type ProjectFrontmatter,
+} from '../../../lib/project';
+import AstroIcon from '../../../components/AstroIcon.astro';
+import { ProjectTabs } from '../../../components/Projects/ProjectTabs';
+import { ListProjectSolutions } from '../../../components/Projects/ListProjectSolutions';
+
+export async function getStaticPaths() {
+  const projects = await getAllProjects();
+
+  return projects
+    .map((project) => project.id)
+    .map((projectId) => ({
+      params: { projectId },
+    }));
+}
+
+interface Params extends Record<string, string | undefined> {
+  projectId: string;
+}
+
+const { projectId } = Astro.params as Params;
+
+const project = await getProjectById(projectId);
+const projectData = project.frontmatter as ProjectFrontmatter;
+
+let jsonLdSchema: any[] = [];
+
+const ogImageUrl = projectData?.seo?.ogImageUrl || '/images/og-img.png';
+const githubUrl = `https://github.com/kamranahmedse/developer-roadmap/tree/master/src/data/projects/${projectId}.md`;
+---
+
+<BaseLayout
+  permalink={`/projects/${projectId}`}
+  title={projectData?.seo?.title}
+  briefTitle={projectData.title}
+  ogImageUrl={ogImageUrl}
+  description={projectData.seo.description}
+  keywords={projectData.seo.keywords}
+  jsonLd={jsonLdSchema}
+  resourceId={projectId}
+>
+  <div class='bg-gray-50'>
+    <div class='container'>
+      <ProjectTabs projectId={projectId} activeTab='solutions' />
+
+      <div class='mb-4 overflow-hidden rounded-lg border bg-white p-3 sm:p-5'>
+        <div class='relative mb-5 hidden sm:block'>
+          <h1 class='mb-1 text-xl font-semibold'>
+            {projectData.title} Solutions
+          </h1>
+          <p class='text-sm text-gray-500'>
+            {projectData.description}
+          </p>
+        </div>
+
+        <ListProjectSolutions projectId={projectId} client:load />
+      </div>
+    </div>
+  </div>
+</BaseLayout>
diff --git a/src/stores/page.ts b/src/stores/page.ts
index 137450ea2..3d507c736 100644
--- a/src/stores/page.ts
+++ b/src/stores/page.ts
@@ -2,3 +2,6 @@ import { atom } from 'nanostores';
 
 export const pageProgressMessage = atom<string | undefined>(undefined);
 export const sponsorHidden = atom(false);
+
+export const roadmapsDropdownOpen = atom(false);
+export const navigationDropdownOpen = atom(false);
\ No newline at end of file