Eval Guide: Build a Failure Taxonomy to Drive AI Improvements

Part three of an Eval series advises building a failure-mode taxonomy after v1 evaluations: analyze the last 500-1000 production traces, cluster and name failures concretely to drive systematic improvements.

2026-08-20 ~ 2026-08-20 · 2 related posts

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• Improve Your Evals: Build a Failure Modes Taxonomy to Drive Iteration — realmadhuguru · 2026-08-20