dev.to/dj29/we-need-to-talk-about-how-gross-modern-web-design-has-become-and-how-we-built-an-ai-to-catch-it-5gin We Need to Talk About How Gross Modern Web Design Has Become (And How We Built an AI to Catch It)
Tarkash Labs presents OmniGuard AI, an open-source Manifest V3 Chrome extension that screenshots the viewport, sends it to a stateless FastAPI backend where Gemini Flash flags six kinds of dark patterns, and overlays bounding boxes via Shadow DOM. Screenshots are held only in memory and then discarded.
