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Separating 'the AI proposed this' from 'the system did this': a pattern for staged AI actions

This story is from 2026-10-20. It is preserved in the archive; the latest stories are on the live feed.

I keep seeing the same failure mode in AI tooling: a model generates an action, and the same code path that generated it also executes it. Draft an email, send it. Suggest a database update, run it. There's no seam between "the model thinks this is a good idea" and "this actually happened." That se…

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  1. 2026-10-20 14:16 · DEV Community — AI
    Separating 'the AI proposed this' from 'the system did this': a pattern for staged AI actions

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