kapynDev Tools

Automated agent evaluation with Amazon Bedrock AgentCore and GitHub Actions

Amazon Bedrock AgentCore can now be evaluated automatically in GitHub Actions. The new pipeline deploys an AI agent and an OAuth‑protected MCP server to AgentCore, runs test prompts, scores responses, and blocks pull requests when agent behavior regresses. This integration gives developers continuous quality checks for agent behavior directly in their CI workflow.

AWS ML Blog·Sep 8, 2026

Opening Kapyn…