AI agent evaluations must be integrated into the product delivery process to ensure consistent behavior across updates. This approach involves defining clear job requirements, building scenarios from real user tasks, and testing the entire execution path to capture all steps accurately. Developers should implement this as a release gate to prevent regressions and maintain trust in AI agents.
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