Why AI Code Agents Need Code‑Based Design Rules, Not Long Docs
AI coding agents will still slip into legacy patterns unless you encode design rules directly in code. Builder.io shows that massive prose‑based rule files get ignored, causing agents to reintroduce outdated colors, hooks, and accessibility bugs that slow down development. Embedding constraints in the codebase makes failures surface instantly.