diff --git a/demos/02-ci/01-pipelines/04-agents/01-custom-agents/readme.md b/demos/02-ci/01-pipelines/04-agents/01-custom-agents/readme.md
index a8ce37cc..e9894bcf 100644
--- a/demos/02-ci/01-pipelines/04-agents/01-custom-agents/readme.md
+++ b/demos/02-ci/01-pipelines/04-agents/01-custom-agents/readme.md
@@ -1,6 +1,6 @@
 # Implement & Use a Self-hosted Docker Agent
 
-## Readings
+## Links & Resources
 
 [Run a self-hosted agent in Docker](https://learn.microsoft.com/en-us/azure/devops/pipelines/agents/docker?view=azure-devops)
 
diff --git a/demos/02-ci/02-azure-devops/readme.md b/demos/02-ci/02-azure-devops/readme.md
index 8ca1bd56..da1b9c96 100644
--- a/demos/02-ci/02-azure-devops/readme.md
+++ b/demos/02-ci/02-azure-devops/readme.md
@@ -1,6 +1,6 @@
 # Implementing Continuous Integration using Azure DevOps pipelines
 
-## Readings
+## Links & Resources
 
 [YAML schema reference](https://docs.microsoft.com/en-us/azure/devops/pipelines/yaml-schema?view=azure-devops&tabs=schema)
 
diff --git a/demos/02-ci/03-github-actions/01-pipeline-basics/readme.md b/demos/02-ci/03-github-actions/01-pipeline-basics/readme.md
index 8f65c486..1238cbc2 100644
--- a/demos/02-ci/03-github-actions/01-pipeline-basics/readme.md
+++ b/demos/02-ci/03-github-actions/01-pipeline-basics/readme.md
@@ -4,5 +4,4 @@
 
 [Workflow syntax for GitHub Actions](https://docs.github.com/en/actions/using-workflows/workflow-syntax-for-github-actions)
 
-[Events that trigger workflows](https://docs.github.com/en/actions/learn-github-actions/events-that-trigger-workflows)
-
+[Events that trigger workflows](https://docs.github.com/en/actions/learn-github-actions/events-that-trigger-workflows)
\ No newline at end of file
diff --git a/demos/03-release-strategy/readme.md b/demos/03-release-strategy/readme.md
index bcbc8d7d..3cff658a 100644
--- a/demos/03-release-strategy/readme.md
+++ b/demos/03-release-strategy/readme.md
@@ -14,7 +14,7 @@
 - Database DevOps (optional)
 - LLMOps (optional)
 
-## Readings
+## Links & Resources
 
 [Task Groups](https://docs.microsoft.com/en-us/azure/devops/pipelines/library/task-groups?view=azure-devops)
 
diff --git a/demos/05-iac/01-azure-cli/readme.md b/demos/05-iac/01-azure-cli/readme.md
index aef389d4..231ce2b9 100644
--- a/demos/05-iac/01-azure-cli/readme.md
+++ b/demos/05-iac/01-azure-cli/readme.md
@@ -3,7 +3,7 @@
 - Azure CLI Script
 - Using Azure CLI Task in pipeline
 
-## Readings
+## Links & Resources
 
 [Azure Cloud Shell Tools](https://docs.microsoft.com/en-us/azure/cloud-shell/features)
 
diff --git a/demos/08-feedback/01-insights/readme.md b/demos/08-feedback/01-insights/readme.md
index b0e88dc3..244faed3 100644
--- a/demos/08-feedback/01-insights/readme.md
+++ b/demos/08-feedback/01-insights/readme.md
@@ -1,11 +1,9 @@
 # Insights & Azure Monitor
 
-## Readings
+## Links & Resources
 
 [Application Insights](https://docs.microsoft.com/en-us/azure/azure-monitor/app/app-insights-overview)
 
 [Dependency Tracking in Azure Application Insights](https://docs.microsoft.com/en-us/azure/azure-monitor/app/asp-net-dependencies)
 
-## Azure CLI
-
-[az monitor app-insights](https://docs.microsoft.com/en-us/cli/azure/ext/application-insights/monitor/app-insights?view=azure-cli-latest)
+[az monitor app-insights](https://docs.microsoft.com/en-us/cli/azure/ext/application-insights/monitor/app-insights?view=azure-cli-latest)
\ No newline at end of file