How AI-Driven UI Review Tools Parse and Flag Semantic Inconsistencies
November 12, 2026
A practical exploration of how AI tools analyze UI code and screenshots to find semantic inconsistencies, the tricks they use to understand component roles, and how to debug the inevitable false positives in AI-powered UI reviews.