DeepEval

AWS introduced agent evaluation capabilities in Bedrock AgentCore, offering built-in, DeepEval and AutoEval evaluators retrievable through a single ListEvaluators API call. The post argues that surface signals like latency and user feedback cannot reveal task completion, long-session topic drift, PII leakage or skipped steps, so teams should define success criteria and trace-level evidence before choosing evaluators.