VII. Adaptive Quality Gates: Review Appropriately for Each Workflow

Implement quality assurance practices that are adapted to the specific workflow used to generate the code.

Perform Micro-Reviews: During synchronous [SYNC] work, continuously review each small piece of generated code as it’s created in real-time.
Enforce Macro-Reviews: For every PR submitted by an async agent ([ASYNC] work), ensure it passes the full CI pipeline (automated tests, linters, security scans) before you begin a formal human review.