"A PR description is a claim, and whoever reads it first is primed by it. So one agent describes every PR from the diff alone, a second grades how well that agrees with the original description or prompt, and the grade tells automerge (and me) how far the description can be relied on. https://jonathannen.com/cold-read/

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Filed under AI, Code, and 100PR .

Published: 13 Nov 2026 by Jon Williams. Follow me x.com/jonathannen..