AIDevToolsCodeQuality

Author/Reviewer Agent Pairing Pipeline

Have two different AI agents review each other's code until it passes or escalates

Problem
When an agent reviews code it just wrote, it almost always approves it, so effectively there is no review. One developer manually pairs Claude Code with Codex as author and reviewer for round-based rechecks, but that workflow is still glue scripts.
Solution
Turn author-reviewer pairing into a configurable local pipeline: pick which agent writes and which reviews, auto-send the diff, get a structured pass/change verdict, verify each point and restate reasons, then stop at a round limit and hand off to a human. Roles are symmetric and every run is logged.
Users
Indie developers and small teams writing code with multiple coding agents who care about quality
MVP
Author/reviewer role config; automatic review loop; structured pass/change verdicts; round cap with human handoff; persisted run logs
Revenue
Open-source lead-gen plus team subscription (shared configs, audit trail), or one-time desktop license
Why now
Multi-model coding just became mainstream while review protocols are still ad-hoc scripts; it can be wrapped on top of existing CLIs by one person

Source discussions · 3

  1. Hacker NewsShow HN: Offense – Security tools for your agents1↑ 0
  2. Hacker NewsShow HN: I built a safety gate for autonomous coding agents1↑ 0
  3. V2EX[分享创造] 做了个小工具 cc-pair:让 Claude Code 和 Codex 互相 review 代码0↑ 1
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