ultraqa

Automated QA cycling continuously runs tests, verifies architecture, applies fixes, and repeats until your software quality goal is met. This loop reduces manual debugging by tracking cycle count and session state for reproducible results.

Architecture-driven diagnosis analyzes your software structure during QA cycles to identify root causes of failures. It runs within the cyclic loop, applying verification before fixes to ensure iterative testing targets actual defects rather than symptoms.

Resumable QA sessions track cycle count, failures, and session state throughout the testing loop. If interrupted, you can resume from the last tracked cycle state, and use cancellation commands with state cleanup to prevent stale runs from corrupting results.

Autonomous QA cycling is designed for software projects requiring iterative testing, verification, fixing, and re-testing across multiple cycles. It tracks state and applies architecture-driven diagnosis to drive code quality toward your defined success criteria.

Use state cleanup during automated QA cycling when canceling ongoing runs or preventing stale session data from affecting future cycles. It ensures reproducible testing results by clearing tracked cycle counts and failure states before starting fresh iterations.