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Treat LLM Output Like an API Contract

This story is from 2026-09-03. It is preserved in the archive; the latest stories are on the live feed.

Silent LLM regressions usually violate output contracts long before they fail a subjective quality grade in review. A deterministic harness can assert keys, types, numeric bounds, and forbidden phrases without introducing another model. That split lets you spend free generation capacity on repeated…

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  1. 2026-09-03 16:29 · DEV Community — AI
    Treat LLM Output Like an API Contract

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