diff --git a/modules/release-notes/ref-release-notes-developer-preview.adoc b/modules/release-notes/ref-release-notes-developer-preview.adoc
index 5e255cb06c..c60c10d7c6 100644
--- a/modules/release-notes/ref-release-notes-developer-preview.adoc
+++ b/modules/release-notes/ref-release-notes-developer-preview.adoc
@@ -21,6 +21,8 @@ You can enhance your Red Hat Developer Hub integration by leveraging the Model C
 
 .Additional resources
 * link:https://issues.redhat.com/browse/RHDHPAI-1087[RHDHPAI-1087]
+* {model-context-protocol-link}[{model-context-protocol-title}]
+* link:https://developers.redhat.com/articles/2025/11/10/mcp-red-hat-developer-hub-chat-your-catalog[Blogpost on MCP in {product}]
 
 [id="developer-preview-rhdhpai-1089"]
 == OpenShift AI Connector for Red Hat Developer Hub
@@ -31,6 +33,8 @@ You can use OpenShift AI Connector for RHDH to enable users to use Red Hat Devel
 
 .Additional resources
 * link:https://issues.redhat.com/browse/RHDHPAI-1089[RHDHPAI-1089]
+* {openshift-ai-connector-for-rhdh-link}[{openshift-ai-connector-name}]
+* link:https://developers.redhat.com/articles/2025/11/10/openshift-ai-connector-red-hat-developer-hub[Blogpost on OpenShift AI Connector for {product-very-short}]
 
 [id="developer-preview-rhidp-8290"]
 == Built-in TechDocs for RHDH Local
@@ -46,6 +50,9 @@ The {ls-short} plugin has completed its migration from the Road-Core Service to
 
 .Additional resources
 * link:https://issues.redhat.com/browse/RHDHPAI-1091[RHDHPAI-1091]
+* link:https://llamastack.github.io/docs#what-is-llama-stack[What is Llama Stack]
+* link:https://github.com/lightspeed-core[Lightspeed Core]
+* {developer-lightspeed-link}[{ls-brand-name}]
 
 [id="developer-preview-rhidp-8296"]
 == Tech Radar and Quay plugins in RHDH Local
@@ -90,6 +97,7 @@ This simplifies the monitoring of applications by offering a single, clear repor
 
 .Additional resources
 * link:https://issues.redhat.com/browse/RHIDP-8709[RHIDP-8709]
+* {scorecard-plugin-book-link}[{scorecard-plugin-book-title}]
 
 [id="dynamic-plugin-factory"]
 == Dynamic Plugin Factory to convert plugins into dynamic plugins