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Autonomous Review Loop

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A workflow tool that automates the review-fix-push cycle by delegating to your coding agent.

A coding agent and review agent connected by circular arrows, with a small advisor figure providing bulk decisions - illustrating the autonomous review loop workflow

Why

When I create a PR, a code review agent like CodeRabbit runs in CI. I found myself spending too much time manually triaging review comments: reading each one, copying relevant bits, deciding what to fix vs. reject, discussing with my coding agent, then resolving threads one by one. The whole cycle felt tedious and distracting.

The solution: delegate the entire review loop to my coding agent. It waits for the review to complete, fetches all comments, decides which are valid, fixes the issues, resolves threads, pushes, and repeats until clean. I only get pulled in when there’s an actual decision that needs human judgment.

Highlights

  • Batched decision-making - Get aggregate review requests instead of triaging individual comments one by one
  • Parallel work - Continue other tasks while the review loop runs autonomously in the background
  • Multi-pass resolution - Iterates automatically until no unresolved comments remain
  • Agent-agnostic - Works with any coding agent (Claude Code, Cursor, etc.) and any review agent (CodeRabbit, etc.)