G-11Computer-use Coding

The agent drives a real browser to verify UI changes — closing the loop unit tests can’t see.

Key insight

A screenshot in the loop makes “looks right” a checkable claim: vision extends the verifier to layout, styling, and flow.

Failure mode

Verifying single frames only: the bug that needs a hover, a scroll, or a second click stays invisible.

Elsewhere in the atlas