Paul Bryant 9/12/2026

AI Agent Evaluation: Test the Behavior, Not the Explanation

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This article explains how to evaluate AI agents by testing behavior and operational evidence rather than trusting explanations. It walks through building an offline Python grader that separates execution controls, agent behavior, and workflow outcomes, returning PASS, FAIL, or INCONCLUSIVE. It emphasizes distinguishing correct escalation from false success and preserving known failures.

AI Agent Evaluation: Test the Behavior, Not the Explanation

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