diff --git a/content/roadmaps/102-devops/content/112-management-and-monitoring.md b/content/roadmaps/102-devops/content/112-management-and-monitoring.md
index d1e1c3398..d522bfd2e 100644
--- a/content/roadmaps/102-devops/content/112-management-and-monitoring.md
+++ b/content/roadmaps/102-devops/content/112-management-and-monitoring.md
@@ -1 +1,5 @@
-# Management and monitoring
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+# Management and Monitoring
+
+DevOps management and monitoring entails overseeing the entire development process from planning, development, integration and testing, deployment, and operations. It involves a complete and real-time view of the status of applications, services, and infrastructure in the production environment. Features such as real-time streaming, historical replay, and visualizations are critical components of application and service monitoring.
+
+<BadgeLink badgeText='Get Started Guide' colorScheme='blue' href='https://www.atlassian.com/devops/devops-tools/devops-monitoring'>Management and Monitoring Get Started Guide</BadgeLink>
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diff --git a/content/roadmaps/110-java/content/104-java-orm/103-ebean.md b/content/roadmaps/110-java/content/104-java-orm/103-ebean.md
index 102b03305..ad119d701 100644
--- a/content/roadmaps/110-java/content/104-java-orm/103-ebean.md
+++ b/content/roadmaps/110-java/content/104-java-orm/103-ebean.md
@@ -1 +1,6 @@
-# Ebean
\ No newline at end of file
+# Ebean
+
+Ebean is an object–relational mapping product written in Java. It is designed to be simpler to use and understand than JPA (Java Persistence API) or JDO (Java Data Objects) products.
+
+<ResourceGroupTitle>Free Content</ResourceGroupTitle>
+<BadgeLink colorScheme='blue' badgeText='Official Site' href='https://ebean.io/'>Ebean</BadgeLink>
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diff --git a/content/roadmaps/110-java/content/104-java-orm/readme.md b/content/roadmaps/110-java/content/104-java-orm/readme.md
index 1e8ce7756..7bb7b2dcf 100644
--- a/content/roadmaps/110-java/content/104-java-orm/readme.md
+++ b/content/roadmaps/110-java/content/104-java-orm/readme.md
@@ -5,3 +5,6 @@ A programming method to map objects in Java to relational entities in a database
 - Spring Data JPA 
 - Hibernate
 - Ebean
+
+<ResourceGroupTitle>Free Content</ResourceGroupTitle>
+<BadgeLink colorScheme='yellow' badgeText='Read' href='https://www.altexsoft.com/blog/object-relational-mapping/'>ORM tutorial</BadgeLink>
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diff --git a/content/roadmaps/110-java/content/106-java-jdbc/100-jdbi3.md b/content/roadmaps/110-java/content/106-java-jdbc/100-jdbi3.md
index cc5bc0a10..64ee2eb70 100644
--- a/content/roadmaps/110-java/content/106-java-jdbc/100-jdbi3.md
+++ b/content/roadmaps/110-java/content/106-java-jdbc/100-jdbi3.md
@@ -1 +1,8 @@
-# Jdbi3
\ No newline at end of file
+# Jdbi3
+
+Jdbi provides convenient, idiomatic access to relational data in Java. Jdbi 3 is the third major release which introduces enhanced support for Java 8, countless refinements to the design and implementation, and enhanced support for modular plugins.
+
+Jdbi is built on top of JDBC. If your database has a JDBC driver, you can use Jdbi with it.
+
+<ResourceGroupTitle>Free Content</ResourceGroupTitle>
+<BadgeLink colorScheme='blue' badgeText='Official Site' href='https://jdbi.org/'>JDBI</BadgeLink>
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diff --git a/content/roadmaps/110-java/content/106-java-jdbc/101-jdbc-template.md b/content/roadmaps/110-java/content/106-java-jdbc/101-jdbc-template.md
index 8d285a411..a3f7bfe65 100644
--- a/content/roadmaps/110-java/content/106-java-jdbc/101-jdbc-template.md
+++ b/content/roadmaps/110-java/content/106-java-jdbc/101-jdbc-template.md
@@ -1,3 +1,6 @@
 # JDBC Template
 
 JDBCTemplate is a central class in the JDBC core package that simplifies the use of JDBC and helps to avoid common errors. It internally uses JDBC API and eliminates many problems with JDBC API. It executes SQL queries or updates, initiating iteration over ResultSets, catching JDBC exceptions, and translating them to the generic. It executes core JDBC workflow, leaving application code to provide SQL and extract results. It handles the exception and provides informative exception messages with the help of exception classes defined in the `org.springframework.dao` package.
+
+<ResourceGroupTitle>Free Content</ResourceGroupTitle>
+<BadgeLink colorScheme='yellow' badgeText='Read' href='https://www.baeldung.com/spring-jdbc-jdbctemplate'>JDBC Template tutorial</BadgeLink>
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diff --git a/content/roadmaps/110-java/content/107-testing-java-apps/101-cucumber-jvm.md b/content/roadmaps/110-java/content/107-testing-java-apps/101-cucumber-jvm.md
index 9918a5a10..8a4613295 100644
--- a/content/roadmaps/110-java/content/107-testing-java-apps/101-cucumber-jvm.md
+++ b/content/roadmaps/110-java/content/107-testing-java-apps/101-cucumber-jvm.md
@@ -5,6 +5,7 @@ Cucumber-JVM is a pure Java implementation of Cucumber. You can [run](https://cu
 Cucumber-JVM also integrates with all the popular [Dependency Injection containers](https://cucumber.io/docs/installation/java/#dependency-injection).
 
 <ResourceGroupTitle>Free Content</ResourceGroupTitle>
+<BadgeLink colorScheme='blue' badgeText='Official Website' href='https://cucumber.io'>Cucumber - Official Website</BadgeLink>
 <BadgeLink colorScheme='blue' badgeText='Official Repo' href='https://github.com/cucumber/cucumber-jvm'>Cucumber JVM - GitHub</BadgeLink>
 <BadgeLink colorScheme='yellow' badgeText='Read' href='https://automationpanda.com/2017/10/24/cucumber-jvm-for-java/'>Cucumber-JVM for Java</BadgeLink>
-<BadgeLink colorScheme='purple' badgeText='Watch' href='https://www.youtube.com/watch?v=jCzpxvAJoZM'>Cucumber-JVM 5 with Enhanced Cucumber Expression</BadgeLink>
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+<BadgeLink colorScheme='purple' badgeText='Watch' href='https://www.youtube.com/watch?v=jCzpxvAJoZM'>Cucumber-JVM 5 with Enhanced Cucumber Expression</BadgeLink>