EVENT DOSSIER
Developers use Amazon Bedrock AgentCore to deploy AI agents and build a continuous integration/continuous delivery (CI/CD) quality gate based on GitHub Actions. This process automates the evaluation of agents through AgentCore Evaluate API and the MCP protocol, combined with OAuth authentication. If the evaluation score falls below a set threshold (e.g., 0.8), the system automatically blocks related code merge requests. This solution effectively addresses the challenge of using role-protected tools in CI pipelines without user context, enabling automatic detection of performance degradation before code changes affect the production environment.
开发者在 Amazon Bedrock AgentCore 上部署了一个 AI 代理，并构建了基于 GitHub Actions 的持续集成/交付（CI/CD）质量门禁。该流程利用 AgentCore Evaluate API 和 MCP 协议，通过 OAuth 认证对代理进行自动化评估；若评估分数低于阈值（如 0.8），则阻止合并请求（PR）。此方案解决了 CI 管道在无用户上下文情况下调用受角色保护的工具难题，实现了在代码变更影响生产前自动检测性能退化的机制。