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Start From a Red Test. Keep the Model Off Your Shell.

This story is from 2026-09-16. It is preserved in the archive; the latest stories are on the live feed.

The model does not get a shell. It does not get your working tree. It gets a failing test node, a handful of AST signatures, and a path allowlist. You keep merge. Want the agent to “just fix the repo”? That is how a helper rewrite deletes a fixture and “simplifies” your config. Engineering is the g…

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  1. 2026-09-16 04:10 · DEV Community — AI
    Start From a Red Test. Keep the Model Off Your Shell.

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