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Nightly Drift Checks: Catch a Free Model's Behavior Change Before Your Users Do

This story is from 2026-08-25. It is preserved in the archive; the latest stories are on the live feed.

Here's the conclusion up front: a free LLM endpoint is a moving target. You can't see the changes, but they're happening — model updates, quantization tweaks, server-side prompt rewrites. And your app will feel them, usually as a slow, invisible quality dip. I've spent weeks on this account probing…

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  1. 2026-08-25 09:33 · DEV Community — AI
    Nightly Drift Checks: Catch a Free Model's Behavior Change Before Your Users Do

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