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Building trust in AI agents: A production-ready evaluation framework with Amazon Bedrock AgentCore

AWS Machine Learning Rui Li

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Autonomous AI agents fail softly: latency stays flat while answer quality quietly erodes. This post shares a nine-stage evaluation framework, built on Amazon Bedrock AgentCore, that catches silent quality regressions across the full agent lifecycle, from first commit to live production.

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