With the rise of AI-assisted coding, interfaces are being generated faster than ever. However, most AI outputs focus on getting something on screen, not on maintaining a coherent design system. DressCode Control Center was built as a live playground to reconnect rapid generation with real design system thinking that both designers and engineers can trust.

AI-generated UIs often look acceptable at first glance but quickly fall apart. Colors are inconsistent, contrast breaks in dark mode, components do not share the same logic, and accessibility is an afterthought. This creates a growing gap where speed increases, but design consistency and system integrity degrade.

I designed DressCode Control Center as a real-time, system-driven environment. A single color decision propagates through CSS variables, tone scales, and semantic tokens, updating components instantly across light and dark modes. Built-in contrast checks and accessibility patterns enforce consistency, while JSON token export ensures AI-generated or human-built UIs can align with a shared, production-ready design system.