AWS Strands Evals Tackles the 3 AM Agent Failure Problem

Amazon's new evaluation framework focuses on detecting and diagnosing agent failures in production — the observability layer agents have been missing.

Buried in a broader set of AWS announcements, Strands Evals — flagged by @wesjh_ — offers AI agent failure detection and root cause analysis. Unlike benchmarks that test agents before deployment, Strands Evals instruments agents in production to catch failures as they happen and trace them back to their origins.

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