AI behavior changes can fix one class of cases while breaking another.
EVALUATIONADVANCED LLMOPS
Regression Evaluation
Regression tests ensure a new model, prompt or route does not reintroduce known failures.
Every incident involving malformed JSON becomes a permanent structured-output regression case.
Does every serious AI incident add or improve an eval?
REMEMBEROperational failures should strengthen the eval suite.
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