---
id: kiryl-zhukouski-what-we-learned-auditing-37-design-systems-f
kind: work
title: "What we learned auditing 37 design systems for AI-readiness"
work_kind: "essay"
date: "2026-07-06"
url: "https://www.designsystems.one/blog/auditing-37-design-systems-for-ai-readiness"
atlas_url: https://designsystems.fly.dev/nodes/kiryl-zhukouski-what-we-learned-auditing-37-design-systems-f.md
---

# What we learned auditing 37 design systems for AI-readiness

## Edges

- about -> Component registries, Figma Code Connect, MCP servers, Maturity and readiness models, llms.txt and markdown twins
- <- authored <- Kiryl Zhukouski