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Is an AI Product Still the Same After Its AI Layer Changes?

This story is from 2026-08-31. It is preserved in the archive; the latest stories are on the live feed.

An AI-augmented product, released — same version as three months ago. But is it really same? Since then, the frontier model behind it got migrated, the RAG was refreshed 50 times, the system prompt "improved", a tool permission widened to close a support issue. And so on. All of it silently changes…

Read the full story at DEV Community — AI ↗

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  1. 2026-08-31 20:00 · DEV Community — AI
    Is an AI Product Still the Same After Its AI Layer Changes?

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