Build An Eval From One Bad Answer
Convert one observed AI failure into a small eval with inputs, criteria, and expected judgment.
From miss to test An AI support draft told a customer, "You are eligible for a refund," but the policy only allows refunds after manager review. The failure is useful if you turn it into a repeatable check. Tiny eval loop Capture -> Name -> Criteria -> Siblings A single miss can become a lightweight regression test when you make the failure mode explicit. You get a small eval that can be rerun after changes. The eval should catch the failure that actually happened, not every possible problem. 01 Capture 02 Name 03 Criteria Step 1 You have the original…
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