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Designing AI Evaluation Pipelines That Actually Catch Regressions

This story is from 2026-09-10. It is preserved in the archive; the latest stories are on the live feed.

AI systems do not stay put. A prompt change, a model update, a shift in upstream data, any one of these can degrade output quality in ways that pass every functional test and still reach users. The model returns a response. The pipeline reports no errors. The regression ships anyway. This is the co…

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  1. 2026-09-10 10:58 · DEV Community — AI
    Designing AI Evaluation Pipelines That Actually Catch Regressions

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