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Pin the Envelope, Not the Model Name

This story is from 2026-10-16. It is preserved in the archive; the latest stories are on the live feed.

A regression that arrives because someone else rerouted traffic is still a regression you shipped, and the only durable defense is a manifest that records the exact request you sent and the exact envelope you graded. Free and trial endpoints are the most volatile place to run evaluations, because t…

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  1. 2026-10-16 05:39 · DEV Community — AI
    Pin the Envelope, Not the Model Name

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