We learned that QA feedback gets more useful when it lives directly on the page being reviewed. QA Extension points at a strong workflow: pin the note to the interface, keep context attached, and make handoff less dependent on screenshots and scattered comments.
This project was built as part of our May 2026 challenge: ship one small, judged AI-assisted product every day and be honest about where the tools help, where they get in the way, and where human taste still does the heavy lifting.
The score below reflects how strong the AI-assisted result is: not just whether it shipped, but whether it escaped generic slop and became something with a point.
Our rating
One of the stronger AI-assisted results in the series. The output feels specific, useful, and shaped by human judgment instead of generic generation.