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AI · August 17, 2026

AI Code Review Toolkit

Catch what Claude Code, Cursor & Copilot miss in PRs

AI Code Review Toolkit launched on August 17, 2026 with 1 votes, #11,494 of 23,274 launches that month.

What it does

AI coding agents write code that looks finished but fails differently than human code: dropped auth checks, tests that mock the function they test, hallucinated API calls. This toolkit gives you the 6 recurring failure patterns, a 45-item review checklist, a risk-scoring rubric, and a PR tracker spreadsheet to see which AI tool causes the most rework. For solo devs and small teams using Claude Code, Cursor, or Copilot.

You merge a PR that Claude Code or Cursor wrote. The diff reads clean. CI is green. Three weeks later you find out the authorization check that used to gate that endpoint quietly disappeared during a refactor, or the new test suite has been asserting against a mock the whole time and never actually exercised the real function. Nothing about the code looked wrong when you approved it. That's the ac

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