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How do you keep prompts, tools, and tests working when you switch models?

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

I've been thinking about what happens to an AI agent when the model underneath it changes. The code doesn't change, but the behavior can. A prompt that worked well on one model may give different answers on another, and a tool call that was reliable may start failing quietly. How are you handling t…

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  1. 2026-10-16 21:54 · DEV Community — AI
    How do you keep prompts, tools, and tests working when you switch models?

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