multi-agent-review-and-fix

Multi-agent code review automation works by orchestrating Codex to perform the review and Claude to triage and fix issues, running iteratively to progressively enhance code quality while reducing manual debugging cycles.

A multi-agent orchestration workflow for code review is a four-role iterative process where Codex performs the review, Claude triages and fixes issues, and changes are validated before commit to ensure structured code quality enhancement.

Yes, Codex and Claude can be used together to validate code changes before commit. The workflow maintains history and diffs to verify improvements and guard against regressions across up to six iterations.

The multi-agent review loop runs across up to six iterations. It uses directive-driven corrections to guide subsequent iterations, converging on high-quality changes while maintaining history to verify improvements.

The best way to prevent regressions during automated fixes is to maintain history and diffs for change validation before commit. Directive-driven corrections guide subsequent iterations to converge on high-quality changes safely.

You need a target repository to initiate the multi-agent review loop. The workflow applies directive governance and change validation, requiring a structured codebase to triage, correct, and validate improvements effectively.