What problem does it solve?
Provide a fast, consistent, and structured evaluation of code changes to detect correctness issues, regressions, architectural or boundary violations, missing validations, and maintainability problems before merging.
Core Features & Use Cases
- Correctness & Regression Detection: Assess whether the change achieves its stated goal and introduces unintended behavioral regressions.
- Architecture & Boundary Analysis: Identify coupling, boundary violations, and risks to system invariants or interfaces.
- Maintainability & Testing: Flag missing tests, complex or fragile code, and opportunities to simplify or harden the change.
- Use Case: Review a pull request that modifies caching and concurrency logic to ensure thread-safety, proper invalidation boundaries, adequate tests, and no performance regressions.
Quick Start
Review the attached pull request diff for functional regressions, architecture boundary violations, missing tests, and provide a concise prioritized list of improvements.