review

You can automate code review before merging by orchestrating design checks, historical context discovery, and risk detection. This unified workflow enforces design patterns, validates API contracts, and runs inline tests to ensure production-readiness across frontend and backend changes.

Pattern analysis in code review detects deviations from established project conventions. It evaluates abstraction tradeoffs and confirms implementation aligns with documented plans, maintaining architectural consistency and minimizing duplication before code reaches production.

Contract validation checks API consistency and correctness during code review by verifying interface agreements. Risk detection simultaneously surfaces potential production issues early, combining with inline tests to verify critical paths and enforce production-readiness before merging.

Historical context discovery surfaces prior incidents and guardrails as part of a blocking code review workflow. It orchestrates this alongside design review and pattern analysis to prevent regressions and ensure changes respect documented historical constraints before merging.

Unified code review orchestration applies to changes across both frontend and backend. It triggers automated analyses as a blocking review workflow, enforcing design patterns, contract consistency, and risk assessment with inline tests regardless of the application layer being modified.

The best way to run a comprehensive code quality assessment is triggering an end-to-end review workflow. This orchestrates design review, simplicity checks, contract validation, and risk detection with inline tests to ensure production-readiness before merging.