DesignTokenDrift: Token Change Auditor
AI-powered design system auditor that detects when design tokens drift from source of truth and alerts teams before components break in production.
The Problem
Design systems at scale have hundreds of tokens (colors, spacing, typography, shadows) stored in Figma, code repos, and documentation. When a designer updates a token in Figma but the code token isn't synced, or a developer changes a hardcoded value, teams have no way to catch these inconsistencies before they ship broken UIs across products.
Target Audience
Design system maintainers and tech leads at mid-market SaaS companies (50-500 person companies) with Figma + React/Vue codebases
Why Now?
Companies are finally moving design systems to source control (Figma tokens, Style Dictionary) and realizing manual sync is failing them; AI makes automated drift detection viable without custom engineering
What's Missing
Existing token management tools are passive storage layers; none actively monitor for divergence or predict component breakage before deployment. Teams resort to manual audits or Slack reminders.
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