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Treat a Model Upgrade Like a Schema Migration

This story is from 2026-10-29. It is preserved in the archive; the latest stories are on the live feed.

The most common LLMOps incident I've seen is not a prompt bug or a jailbreak. It's a one-line diff. Someone bumps gpt-4o to gpt-4o-2024-08-06 (or claude-3-5-sonnet-latest to a newer snapshot), CI passes because nothing asserts on model output shape, and three days later a downstream consumer crashe…

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  1. 2026-10-29 04:51 · DEV Community — AI
    Treat a Model Upgrade Like a Schema Migration

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