ultraqa

Automated QA cycles coordinate repeated verification and repair by having an architect diagnose failures and an executor apply fixes until tests, lint, and type checks pass. This iterative fixing approach reduces manual debugging effort across your build verification process.

Iterative build verification runs your test suite, analyzes failures, applies targeted fixes, and reruns checks within bounded retries. It tracks failure cycles to detect repeated issues, reports progress, and surfaces actionable diagnoses when quality goals cannot be met automatically.

Custom success criteria and interactive service testing are supported for regression debugging workflows. You define project verification commands, and the system cycles through testing, diagnosis, and fixes until your specific quality goals pass or a clear stopping condition is reached.

Project verification commands are required for automated QA automation to function. The workflow depends on your test, build, lint, and type check commands to run verification cycles, diagnose failures, and apply iterative fixes until all defined quality goals pass.

When iterative fixing cannot resolve failing tests after bounded retries, the workflow surfaces an actionable diagnosis and stops. It tracks repeated failures throughout the cycles, reports progress, and cleans up persisted workflow state on completion or cancellation.

The best way to run QA cycles is using a goal-based verification approach where an architect analyzes failures and an executor applies targeted fixes before rerunning checks. This coordinates diagnosis and repair automatically until your test suite passes or stopping conditions are met.