ForgeAI watches your Figma files, updates components, publishes Storybook docs, and runs visual tests — without a single pull request from you.
Design systems drift. Components go stale. Docs fall behind. Every week, engineers and designers burn hours keeping the system honest. ForgeAI replaces that with a live agent that works 24/7.
Connects via Figma MCP. Detects component changes, token updates, and variant modifications the moment they land.
Generates or updates Web Components, React components, or Stencil libraries. Uses your existing code connect map so nothing is invented from scratch.
Every component change automatically rebuilds and deploys your Storybook. Docs stay in sync without anyone remembering to run the script.
Playwright-based visual regression on every change. Flags regressions before they reach production. No manual screenshot diffs.
Reviews the diff itself. Adds engineers as reviewers only when human judgment is needed. Opens the PR, writes the changelog entry.
Daily digest of what changed, what passed, what needs attention. Replace the weekly design system sync meeting with a Slack message.
Authenticate with your Figma Organization via MCP. Point ForgeAI at your design system file. It reads component structure, variants, and tokens via the Figma API.
When a change is detected, the agent classifies it: token update, new variant, new component, or doc change. Each class has a defined workflow. No rules to write — it learns from your existing repo.
The agent writes the component update, runs your existing test suite and visual regression suite, builds Storybook, and opens a PR with a changelog entry describing exactly what changed and why.
When the PR is ready, Slack notification. You review the diff, merge it. The agent handled everything upstream. If something looks wrong, one comment on the PR corrects the agent's behavior for next time.
ForgeAI doesn't hallucinate components. It reads your Code Connect manifest, knows your token names, and follows your existing conventions. It's not a generic AI — it's an agent trained on your specific design system.
ForgeAI runs your design system like a production service. Components stay current, docs stay fresh, tests stay green — every day, without anyone remembering to run it.