Even the example apps in the post seemed like AI slop to me. Common markers are too noisy/busy (mainly repeated or rephrased information). Text being a bit too big (Codex-only?).
I've been building a personal app with Opus 4.8 over the past two weeks and the design is excellent. I provided it with screenshots of what I wanted, then had it build out a gallery of functional UI elements (like designers do). Claude built out a tool that would screenshot the app, compare it to the design screenshot and automatically reposition elements or update the styles to match.
You can also provide it with a style guideline prompt and have it double check all the work it produced matches the UI style guidelines before committing.