Why AI-generated UI still isn’t production-ready

AI tools can generate UI really fast now. At first glance, it feels like we’ve solved a huge part of frontend work. But after spending time building and testing this space, I keep running into the same problem: The output looks right… but isn’t actually production-ready. Here’s what I keep seeing: 1. Accessibility is usually shallow Things like alt text, labels, and structure are often missing or generic. It passes a basic check, but doesn’t really work in real scenarios. 2. Structure breaks under real usage The layout looks fine visually, but: interactions don’t behave correctly components aren’t reusable edge cases break things quickly 3. You spend more time fixing than building The biggest issue: AI speeds up generation, but shifts the work to cleanup. So instead of: “build from scratch” you get: “fix what was generated” What I’m starting to think AI shouldn’t replace frontend development. It should: → get you 70–80% there → without creating more work That “baseline quality” layer i