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March 5, 2026 5 min read

From Claude Code to Figma: The Workflow That Kills Handoff

How AI is finally closing the loop between code and design

From Claude Code to Figma: The Workflow That Kills Handoff

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What a connected design system does to AI code

What a connected design system does to AI code

Figma ran the same 27 design-to-code tasks with and without its components mapped to real code. The gap says more about design systems than about AI.

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Two thirds of AI pull requests never merge

Two thirds of AI pull requests never merge

AI-written pull requests merge at 32.7% against 84.5% for human ones. The gap is not where the productivity debate says it is.

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