We recently shipped Parallax β an AI agent that automatically audits UX quality. Here's how it works and the challenges we solved. The Problem Traditional UX testing requires: Hiring UX researchers ($80-150K/year) Running quarterly research cycles (2-3 months) Manual heuristic evaluation against Nielsen's 10 usability principles Accessibility scanning (WCAG compliance) Generating reports and prioritizing fixes Result: Most companies do UX audits 2-4x/year. Problems discovered in Q2 don't get fixed until Q3. The Solution: Autonomous Auditing 1. Crawling Smart User Paths Instead of crawling every page, we identify critical flows: Sign-up β Payment Search β Product detail β Checkout Login β Dashboard β Action Each flow gets scored individually, so you see where users actually struggle. 2.β¦