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CLUSTER CODE-SECURITY-REVIEW · 25 ENTRIES · EARLIEST ENTRY 2026-06-24

AI code review tools

These products form a cluster of AI-powered code review and security scanning tools focused on GitHub repositories and pull requests. They analyze diffs and code for vulnerabilities, quality issues, and bugs, and often propose or create pull requests with fixes. The cluster's dated history is too thin to read a shape from — only four dated entries predate the index, so it predates the index or its members are undated. On traction, Yolk leads, followed by docswatcher and tailor-layer.

Entry timeline

ENTRY TIMELINE

MAR 2026: 2APR 2026: 1JUN 2026: 1AUG 2026: 6SEP 2026: 12OCT 2026: 3
MAR 2026OCT 2026

Each bar is the month a member carries, which is a creation date where the source published one and a crawl date otherwise. Nothing in the index was found before 11 August 2026, and coverage broadened sharply on 14–15 August, so a bar from then on reports how much we found that month, not how much was built; an earlier bar reports how far back a member's own source dated it — not how long we have been watching.

Members by activity

Activity signals, not revenue.

Build origin · 2 ai-built · 3 unlabelled

Operator · 1 hobby · 2 indie · 2 unlabelled

Two labels per entry, never collapsed into one: how it was built, and who stands behind it. Counted over the 5 listed below. Unlabelled means nothing has decided yet — not that the answer is small.

  1. 21migrare0★5 moliveai-builtindieWeb tool that scans projects exported from AI app builders for vendor lock-in issues and rewrites them into portable, self-owned codebases.
  2. 22CodeClarity0★1 moliveindieAI code audit tool that scans GitHub repositories and converts AI-generated code into plain-English reports with dollar-based technical debt costs for founders and agencies.
  3. 23autoprod-2026-04-290★5 mo—AI-powered audit tool that compares a deployed app against its original spec to find missing features and issues.
  4. 24realityshield0★7 mostaleliveai-builthobbyAutonomous system that scans pull requests for security and dependency risks, remediates them, verifies fixes through simulation, and returns a merge-ready pull request.
  5. 25DeltaReview - AI-Powered Code Diff Analyzer0★unknownliveAI-powered code review tool that analyzes diffs to catch bugs, security risks, and structural issues.

Ranked by traction, highest first, and paged 20 at a time — this is a window on the cluster, never the whole of it. Ties are broken by a stable id so a product cannot appear on two pages or fall between them. Browse every cluster.