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AI proposes, deterministic logic disposes: the pattern that keeps AI production-ready

This story is from 2026-10-02. It is preserved in the archive; the latest stories are on the live feed.

TL;DR Three layers: AI proposes with a confidence score, deterministic business rules validate, a human settles what is left. AI never writes to the database directly. A hallucination becomes a rejected proposal, not wrong data in production. The useful question is not which model is used, it is wh…

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  1. 2026-10-02 10:30 · DEV Community — AI
    AI proposes, deterministic logic disposes: the pattern that keeps AI production-ready

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