test-doctor

To diagnose failing tests, follow a structured workflow: isolate the broken test, classify the root cause, consult project patterns, apply a minimal fix, and validate against a checklist to prevent regressions.

The best way to fix broken RTL tests without regressions is to apply surgical fixes one at a time and validate them against a four-level checklist. This ensures changes are minimal and correctness is restored before reporting success.

Yes, this automated QA diagnosis approach supports multi-agent orchestration for parallel fixes on large modules. It scales across multiple files while preserving zero-regression guarantees through isolated validation workflows.

You create reusable helpers for failing test automation by leveraging pattern-driven learning during the fix workflow. As tests are diagnosed and repaired, the system enriches project-specific patterns and generates helpers to accelerate future fixes safely.

You should isolate one failing test at a time during automation debugging to ensure fixes are surgical and validated. Operating strictly on a single test prevents cascading regressions and guarantees minimal code changes restore correctness.