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AI and design systems: practical guides

Short, sourced guides on using AI with a design system you already have. They cover prototyping, MCP, usage rules and readiness.

Prototyping

AI prototyping with your design system: four ways to try it today

Tokens in a prompt, shadcn/ui, repository import or a connector: where each one breaks and what to check.

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MCP

One markdown file vs. an MCP server: 92% more tokens

Atlassian measured it on its own design system.

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Rules

Three rules between a well-placed component and a hallucination

Contextual usage, combinations, context bubbles: what prevents hallucination.

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Readability

Readable by humans, silent to an LLM

Tokens, naming, all by the book. And Claude still can't use it.

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Want to prototype with your own components? Read about Axolo Design Manager, now in private beta.