What QA ALIGN queries
Anti-patterns hiding inside the current framework
- CI browser, viewport, timing, or resource assumptions differ from local runs
- Network and service dependencies are not controlled consistently
- Screenshots and videos do not include enough diagnosis context
- Retries hide the first failure instead of explaining it
- Failure output does not separate app risk from framework or environment risk
