Merge branch 'main' into renovate/github-actions

Author: twishabansal

DEVELOPER.md

@@ -1,7 +1,7 @@
 # DEVELOPER.md
 
 This document provides instructions for setting up your development environment
-and contributing to the Cloud SQL for PostgreSQL Gemini CLI Extension project.
+and contributing to the Cloud SQL for PostgreSQL Agent skills project.
 
 ## Prerequisites
 
@@ -61,7 +61,7 @@ be successfully installed by the Gemini CLI.
 
 Currently, there are no automated unit or integration test suites
 within this repository. All functional testing must be performed manually. All tools
-are currently tested in the [MCP Toolbox GitHub](https://github.com/googleapis/genai-toolbox).
+are currently tested in the [MCP Toolbox GitHub](https://github.com/googleapis/mcp-toolbox).
 
 ### Other GitHub Checks
 
@@ -102,7 +102,7 @@ The release process is automated using `release-please`. It consists of an autom
 #### Automated Changelog Enrichment
 
 Before a Release PR is even created, a special workflow automatically mirrors
-relevant changelogs from the core `googleapis/genai-toolbox` dependency. This
+relevant changelogs from the core `googleapis/mcp-toolbox` dependency. This
 ensures that the release notes for this extension accurately reflect important
 upstream changes.