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Bedrock AgentCore Evaluations transitions AI agent development from subjective assessment to rigorous, metric-based quality assurance. It provides 13 standardized evaluators for dimensions like correctness, safety, and tool accuracy, while supporting custom LLM-as-Judge patterns for domain-specific metrics such as brand tone or regulatory compliance. Whether testing agents before production deployment or monitoring live interactions via CloudWatch, this skill ensures AI behaviors remain safe, effective, and aligned with organizational standards through quantifiable scoring and proactive alerting.
