# Amazon — Automated agent evaluation with Amazon Bedrock AgentCore and GitHub Actions

- Company: Amazon (amazon.com)
- Announced: 2026-09-08T16:23:21+00:00
- Category: developer-tool-release
- Coverage: not counted
- Announcement: yes
- Group: announcements
- Source: https://aws.amazon.com/blogs/machine-learning/automated-agent-evaluation-with-amazon-bedrock-agentcore-and-github-actions/
- Record: https://forck.live/items/9279-automated-agent-evaluation-with-amazon-bedrock-agentcore-and-github-actions
- Subject: Bedrock / Nova

Amazon Bedrock AgentCore now supports automated agent evaluation through a GitHub Actions pipeline that deploys an agent, runs evaluation prompts via the AgentCore Evaluate API, and blocks pull requests when evaluation scores drop. The post describes a reference implementation using CDK, role-based MCP tools, and OAuth-protected runtimes.

## Evidence

Verbatim from https://aws.amazon.com/blogs/machine-learning/automated-agent-evaluation-with-amazon-bedrock-agentcore-and-github-actions/:

> This post walks through a GitHub Actions pipeline that deploys an agent to AgentCore runtime and evaluates the agent with evaluation prompts using the AgentCore Evaluate API.

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