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Agent Patches Don't Need the Whole Suite: A Skip-Witness Gate With Patch-Keyed Shadow Sampling

This story is from 2026-10-27. It is preserved in the archive; the latest stories are on the live feed.

A three-file agent patch should not cost a full-suite run. But a skipped test is a test you can no longer see, and "run only what's affected" turns an invisible regression into a green check. The compromise that has survived contact with real agent patches in my workflow: skip a test only if it car…

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  1. 2026-10-27 06:32 · DEV Community — AI
    Agent Patches Don't Need the Whole Suite: A Skip-Witness Gate With Patch-Keyed Shadow Sampling

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