Does the UI match expected behavior?
It compares implementation against supplied expectations, visible states, and user-facing behavior.
Frontend QA / Design Checker
AI frontend QA for behavior, layout, and UI states.
Frontend QA / Design Checker is the Builder Core AI UI QA checker for interface quality. It reviews expected behavior, responsive layout, accessibility basics, and UI states without pretending a browser pass happened when it did not.
What it answers
Questions this workflow is built to answer.
Will the layout hold up?
It looks for responsive wrapping, unstable dimensions, overflow, occlusion, and controls that become hard to use.
What was actually observed?
It separates code review, screenshot review, and live browser verification so the answer does not overclaim.
Good fit
Use it when interface quality is easy to miss before shipping.
- A new UI needs responsive and state review.
- Empty, loading, error, and long-content states may break layout.
- Accessibility basics need a practical check.
- The team needs a clear list of fix directions, not broad design critique.
Use cases
Built for AI frontend QA before the demo, merge, or release.
Teams looking for an AI design QA or frontend QA checker usually need practical findings around behavior, responsive design, accessibility basics, and states that break under real content.
AI UI QA checker
Reviews expected behavior, visible states, long content, empty states, loading states, and errors.
Responsive design checker
Looks for wrapping, overflow, unstable dimensions, and controls that become hard to use.
Accessibility QA basics
Flags practical accessibility concerns while avoiding unsupported certification claims.
Limits
It does not fake visual proof.
- No screenshot or browser claim is made unless that check happened.
- No private UI screenshots or customer data are accepted from the public website.
- No broad accessibility certification is implied from basic QA review.