A crowdsourced checklist for spotting AI-generated UI slop

Prompted by a "minor UI improvement" to his college's app that he found worse than the interface it replaced, Desai catalogs ten recurring visual markers of unreviewed, agent-generated interfaces: gradients applied indiscriminately, clashing color palettes with no hierarchy, pulsing status badges with no corresponding "inactive" state to contrast against, misaligned custom elements, generic type pairings, boilerplate "Built with X" text left over from chat context, glassmorphism as the default aesthetic, and landing-page copy such as "Elevate" and "Empower" on functional screens rather than marketing pages. "Gradients anywhere, gradients any time, gradients at every single thing," he writes of the most common tell. The post reached the Hacker News front page within hours of publication, past 200 points and 150 comments as of this writing.

Why it matters: None of this is measured or benchmarked, but that is the point: it is a plain-language checklist a reviewer can actually apply before agent-produced interface work ships, at a moment when most verification effort goes toward code correctness rather than what the code renders.