Get The AI Code Review Kit

The companion to “How Anthropic ACTUALLY Reviews AI Code (30,000 Changes a Day)”. Everything is from the Claude Code team’s Oct 15, 2026 post on how they do code review. PAGE 1 — the numbers (2,500 to 30,000 changes a day, merged PRs more than doubled, reverts down more than 40 percent). PAGE 2 — the 7 layers on one page. PAGE 3 — the 7-step checklist plus the post’s full adopt list. PAGE 4 — a starter REVIEW.md. PAGE 5 — a starter CLAUDE.md block (checks Claude can run) and the PR template (Testing, Risk, How to revert). PAGE 6 — the one-page risk-tier sheet and the 4 approval rules. PAGE 7 — the convergence rules with the before and after numbers. PAGE 8 — incidents as the eval, and what humans still own. PAGE 9 — sources and links. The starter files are ours, based on the post, not Anthropic’s internal files. Independent guide from Hyperautomation Labs — not affiliated with Anthropic.

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