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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 · 1 hand-coded · 19 unlabelled

Operator · 10 hobby · 2 commercial · 8 unlabelled

Two labels per entry, never collapsed into one: how it was built, and who stands behind it. Counted over the 20 listed below. Unlabelled means nothing has decided yet — not that the answer is small.

  1. 01Yolk3★15 days—hobbyDesktop app that classifies added code in pull requests into core, defensive, and supporting parts for prioritized code review.
  2. 02docswatcher1★18 daysliveWeb tool that scans source code for external APIs and AI models with shutdown dates, reporting the affected file and line.
  3. 03tailor-layer1★1 molivehobbySecurity review tool that analyzes AI agent repositories, links findings to source, suggests fixes, checks drift, and creates least-privilege launch plans.
  4. 04crucible4★1 molivehobbyPlatform that audits a submitted code repository for vulnerabilities, reproduces exploits in an isolated sandbox, and issues a written report.
  5. 05ProofCode1★1 mo—Code security platform that scans source code for vulnerabilities, automatically applies AI-driven repairs, and verifies them with tests.
  6. 06PRism0★23 days—AI-powered system that reviews pull requests for bugs, security vulnerabilities, and code quality, providing structured feedback.
  7. 07KPR-hackathon0★17 days—hobbyAI-powered code review platform that analyzes pull requests or diffs to detect bugs, security vulnerabilities, performance issues, and maintainability problems before release.
  8. 08sentinelCYBER0★2 days—hobbyAutomated security agent that fixes vulnerabilities in shared libraries and opens pull requests to protect dependent apps.
  9. 09ai-code-review-assistant0★16 days—Automated pull request review tool that scans code for security vulnerabilities and bad practices.
  10. 10SecureFlow2★1 molivehobbySecurity review platform that scans code for vulnerabilities with AI and integrates automated checks into GitHub pull requests.
  11. 11An-lisar-github0★3 days—GitHub bot that automatically analyzes pull requests with deterministic rules to catch security risks and database misconfigurations before merge.
  12. 12frontend0★3 days—commercialWeb app for a security code-review platform that presents scan results, pull-request reviews, custom rules, analytics, and AI vulnerability guidance.
  13. 13Automated-Code-Reviewer0★18 dayslivehobbyAutonomous code review platform that detects security vulnerabilities in GitHub repositories, computes security scores, and creates pull requests with remediation patches.
  14. 14devreview-ai0★12 dayslivecommercialAI-powered platform that reviews GitHub code for vulnerabilities, performance issues, and code smells.
  15. 15code-audit-docker6★1 mo—AI-driven code security audit platform that automates vulnerability discovery and verification through multi-agent collaboration and static analysis, producing detailed reports.
  16. 16ai-github-repository-auditorr1★1 molivehobbyAI web app that audits GitHub repositories for code quality, security, and architecture and suggests improvements.
  17. 17CodeGuardianAI0★1 mo—hobbyEnterprise web app that scans .NET codebases for security vulnerabilities, code-quality and dependency risks, and produces AI reviews and upgrade reports.
  18. 18supplychain-cve-vulnerability-remediator-bot-fastapi-supplychain-cve-remediator-bot-v2026-b660★1 mo—hand-codedAutomated bot that monitors software supply chain vulnerabilities and generates remediation pull requests for affected projects.
  19. 19self-healing-code-agent0★1 mo—hobbyPlatform that scans code repositories to detect bugs and vulnerabilities, generates and validates fixes, and opens pull requests automatically.
  20. 20patchline.ai0★1 moliveWeb app that scans code for vulnerabilities with AI review and creates human-approved, tested pull requests to fix them.

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.