dev-ultraqa

Automating build, lint, and test fixes in a loop prevents wasted effort by delegating repairs to engineering agents until checks pass. It uses a circuit breaker to stop cycling after detecting the same error fingerprint repeatedly, ensuring efficient stabilization.

A circuit breaker in continuous testing monitors for the same error fingerprint across consecutive cycles. When a repeatable error is detected multiple times, it stops the loop early and escalates the issue for architectural review rather than continuing failed retries.

Yes, you can run continuous testing on multi-file engineering changes before merge. The process iteratively cycles build, lint, and test checks until everything passes or the circuit breaker triggers, providing evidence-driven stabilization required for pre-merge quality gates.

The best way to resolve regression risks during refactoring is to iteratively cycle build, lint, and test fixes until checks pass or a circuit breaker stops repeatable errors. This produces an UltraQA report artifact for evidence-driven stabilization before review.

You should avoid running an automated QA cycling loop when the same error fingerprint repeats across multiple cycles. The circuit breaker detects this pattern and stops the loop early, escalating to architectural review because continued looping becomes counterproductive.

Continuous testing requires up to five iterations to resolve build and lint failures. It cycles fixes until checks pass or escalates if the same error fingerprint repeats for three consecutive cycles, stopping unproductive loops early.