code-review

Multi-pass code review automates a structured three-pass process on pull requests, applying mechanical fixes, security auditing, and risk-based flags to reduce manual effort. It integrates memory context and safety guardrails to ensure reliable, auditable outcomes.

Scope drift detection ensures code changes stay aligned with the original intent during a pull request review. It monitors for deviations from the initial scope, allowing the code review process to catch unrelated modifications and maintain structured decision support.

The Fix-First heuristic in automated code review applies safe mechanical fixes during the first pass before proceeding to security audits and judgment flags. This prioritizes immediate corrections during pull request processing, reducing manual review time and errors.

Yes, automated code review performs security auditing on active git branches during its second pass. It surfaces risk-based item flags and integrates safety guardrails to ensure the mechanical fixes and audit results are reliable and auditable.

No specific dependencies are required to run automated pull request reviews. You can invoke the code review workflow directly on your active PR branch to start automated passes and surface actionable items.

You should avoid using automated multi-pass code review when your changes require subjective business logic validation that exceeds mechanical fixes and security audits, as the workflow relies on structured safety guardrails rather than contextual judgment.