Practical guides for turning websites into design systems and helping AI coding agents produce consistent, on-brand UI.
A repeatable workflow for giving AI coding agents persistent design rules, reusable components, clear guardrails, and a visual review loop.
Read the complete guide →New practical articles will be published here.
A practical guide to the missing design context file for AI coding agents—what belongs in it, why prompts alone fail, and how to generate one from a website or screenshot.
Analyze a reference website and create your first DESIGN.md specification.
URL → design system spec