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Practical, workflow-first articles: how to read a design system out of a real website, and how to make AI coding tools respect one.

How to reverse-engineer a website's design system

July 17, 2026 · 2 min

A practical method for extracting the real rules behind a design - by hand, and where automation earns its place.

What is a design.md file, and how should AI coding tools use it?

July 17, 2026 · 2 min

The case for a machine-readable design specification, and what belongs inside one.

URL analysis vs screenshot analysis: when to use each

July 17, 2026 · 2 min

Two kinds of design evidence - implementation truth and visual truth - and how to choose.

How to use Mateo with Claude Code or Cursor

July 17, 2026 · 2 min

A concrete setup for making AI-generated UI match a real design system.

How to get more accurate design specifications from Mateo

July 17, 2026 · 2 min

Input choices that measurably improve output quality.

Reverse-engineer any website's design system into a benchmark-quality spec your AI builder can actually use.

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