qa

Automated QA cycling handles test execution, fault diagnosis, and remediation in repeated iterations until your build and quality goals pass. It interprets goals like tests, build, lint, or typecheck to steer the verification loop.

Autonomous QA cycling is a workflow that continuously runs tests, verifies builds, and applies fixes across repeated cycles. It tracks per-cycle progress and enforces structured escalation to converge steps toward a passing state.

Yes, you can set lint and typecheck patterns as your quality goals. The QA loop will diagnose failures, apply structured remediation prompts, and repeat the verification cycle until those checks pass.

The workflow enforces cycle tracking and observability of per-cycle results to guide decisions and prevent indefinite loops. This state tracking ensures the process escalates or stops when success criteria cannot be met.

Yes, the goal-oriented automation supports custom patterns alongside standard tests, builds, lint, and type checks. You define the success criteria, and the workflow steers the QA loop to achieve those specific validation goals.

Structured escalation and repeatable remediation prompts are applied automatically during fault diagnosis. This structured approach ensures consistent fixes are attempted across cycles until the quality goals converge to a passing state.