ultraqa

Automated test and build error fixing uses a loop that verifies goals, diagnoses root causes, and applies targeted fixes until success. It runs statefully via CLI commands to ensure progress remains observable and resumable after interruptions.

An autonomous QA loop executes repeated test, build, lint, or typecheck validation and recovers from regressions. It uses an architect to diagnose failures and an executor to apply precise fixes, cycling until quality goals are met.

Resuming a typecheck and lint validation cycle requires state tracking via CLI commands. The loop tracks QA phases and iterations to ensure determinism, allowing progress to remain observable and resumable after interruptions.

Yes, custom success pattern checks run alongside standard build and lint validation. The goal-driven verification executes targeted checks for tests, build, lint, typecheck, or validates custom success patterns until the codebase reaches a working state.

Diagnosing root causes of code regressions automatically involves an architect component that explains failures and an executor that applies targeted fixes. This structured QA loop repeats until the software engineering goals land successfully.