You built the design system. Figma's collecting dust.

Your code can vibe. Your design system can't.

Your real tokens, your components, and the specs behind them live in the design brain, so the coding agent builds on your design system instead of a made-up shadow. Your code can vibe. Your design system can't.

See the moves
Which shadow is right?
a random shadow an old Figma file a hardcoded hex a vibe
Source of truth
Your real tokens + components
On system, at build time.
read over MCP by
Cursor logo Cursor Claude Code logo Claude Code Copilot logo Copilot
AI is the cause and the cure

Vibe coding made engineers fast, and made your design system optional. Every agent invents a shadow, a spacing, a hex. The design brain holds your real tokens and components, so what gets built is on-system, not a vibe.

SHARED

Every engineer's agent builds from the same tokens and the same components.

CURRENT

Knows the token you changed yesterday, not a Figma file from the last redesign.

PORTABLE

Feeds whatever coding agent your team builds in, over MCP.

The moves

What your Design AI can do.

a hardcoded
the real token
The token, not a guess

The design brain holds your real values, so the agent uses them, not a random hex.

five different shadows
one system shadow
One shadow, everywhere

The system's shadow lives once, every build pulls it.

a one-off reinvention
the real component
The real component, reused

The agent pulls the existing component spec instead of rebuilding it.

a blank canvas
on-system from the start
On-system by default

New UI starts from the system, not a blank canvas.

fixed in design review
right the first pass
Right at build time

The agent builds it on-system, so review isn't a redo.

Figma collecting dust
a system that ships
The system stays alive

Figma stops rotting because the agent actually uses it.

Integrations

Plugs into the tools Design already runs on.

The brain reads from where the work happens on one side. Every AI tool reads the brain over MCP on the other.

The brain reads from these
Figma logo Figma
GitHub logo GitHub
Storybook logo Storybook
Linear logo Linear
Notion logo Notion
Slack logo Slack
shared
brain
over MCP →
Every AI tool reads the brain
Cursor logo Cursor
Claude Code logo Claude Code
Copilot logo Copilot
v0 logo v0
Model-agnostic, no lock-in.
Surface one · context in the open

It shows up in Slack.

Where your team collaborates and passes context in the open. The approved gold line drops right into the channel, and heals itself live as the team refines it.

Surface two · inside their AI

Never fix the wrong shadow again.

An engineer opens their agent and asks for the component. Whether the design brain is wired in is the difference between your real tokens and a shadow it invented.

How it stays current
01
Changelog + calls
what ships, what buyers say
02
Agents keep it current
they draft, a human promotes to gold
03
Your AI reads it
over MCP, every tool

Pixel-perfect, at build time.

Give Design one design brain that holds your real tokens and component specs, so every coding agent builds on your design system instead of a shadow it made up.

FAQ

How is this different from a Figma library or a token file?

Those are places an engineer has to open and translate by hand. The design brain is what their coding agent reads automatically. Your real tokens and component specs live there, and every agent pulls them over MCP, so the system shows up inside the build instead of a Figma file collecting dust.

My design system already lives in code. Why do I need this?

Because the agent still guesses. Even with tokens in the repo, a coding agent will happily invent a shadow or hardcode a hex if it doesn't know which one is right. The design brain gives it the sanctioned token and the component to reuse, so it builds on your system instead of around it.

What stops an agent from inventing its own shadow or spacing?

The real tokens and specs are the source the design brain serves, and that is what every agent pulls. When it builds, it uses your value, not a plausible-looking guess. If the token isn't the system's, it doesn't go in the component.

How does the system stay current when we redesign?

The design brain updates from your real tokens and components, so when you change the card shadow, the version every agent pulls changes with it. No more agents building against last year's Figma file because that is the one they happened to find.

Do my engineers have to switch tools to use this?

No. It reads the design brain in whatever coding agent they already build in, over MCP. Cursor, Claude Code, Copilot, v0. There is no new tool to adopt and no token cheat-sheet to keep pasting in.