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Learn how to enhance AI agent performance in production environments using Amazon Bedrock AgentCore Evaluations in this comprehensive conference session from AWS re:Invent 2025. Discover how to leverage a unified testing and validation framework that provides pre-built metrics for critical dimensions including task success, response quality, and tool accuracy, while also enabling the creation of custom success criteria tailored to specific requirements. Explore integration strategies for incorporating Evaluations into CI/CD pipelines to identify regressions early in the development cycle, and understand how to implement online evaluation capabilities in production by sampling and scoring live traces to identify real-world performance issues. Master practical implementation patterns that enable teams to deploy reliable agents more efficiently, reduce operational risks, and continuously monitor agent performance at scale, ultimately accelerating the development and deployment of robust AI agent solutions.
