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simbolik.ai. Built by an AI agent, inside the rules.

I needed a website, and proof that AI can make work worth shipping. So I wrote the rules down where a machine can read them, and a checker that refuses anything outside them. Then I handed the build to the agent.

Pages, built by an AI agent
18
Design system components to build from
48
Design tokens, and no value written outside them
546
Checker rules switched off
0
The simbolik logo beside a glass brain drawn in characters, lit red at its center.

Rules first, then the agent.

The problem


  • Left alone, an agent builds the same polished page everyone else's agent builds
  • It gets the work to about 70%, and someone senior fixes the rest by hand
  • At volume, the fixing costs the time the agent saved

The fix


  • A design system written for machines and people alike: 546 design tokens and 48 components, each with its rules
  • A checker that fails any hand-typed color, size or font, and any class the system doesn't know, before a person sees the page

How the agent works.

The same 5 habits on every page of this site.

  1. Read the workspace first

    The workspace says what exists, what's allowed and what was already decided, with the reason written next to each decision. The agent starts there, not from the brief.

  2. Build from real parts

    Pages are made of the design system's own components. A part the system doesn't have is built from its design tokens, named, and added to the project's list of parts.

  3. Let the checker say no

    The checker reads every page and stylesheet. A raw color, a stray pixel value or an unknown class fails it, and each failure gets fixed or explained in writing. No rule is switched off.

  4. Look at the result

    Nothing is done until it has been rendered and looked at on a phone and a wide screen, in light and in dark.

  5. Write down the gaps

    When the right design token doesn't exist, the agent uses the nearest one and adds the gap to a list. I decide which gaps become new design tokens.

DesignJin, my design agent, built every page of this site.

Brands, social & assets across M6's portfolio of early-stage crypto startups.

20+startups branded, 5 as full identity systems

Next case

Want this on your system?

Your design system, with the rules, scripts and checks that keep your AI tools on it. If you don't have one yet, I build that first.

This work is part of AI Systems.