TLDR Tech / Design
50 design token files, one problem: your agents can't read the meaning
An analysis of 50 public design systems found that while design tokens are well-structured for build pipelines, most lack the semantic metadata AI agents need to use them reliably, such as usage guidance, intent, and constraints. Adding descriptions, deprecation flags, and machine-readable rules directly to token files can significantly improve AI-generated design decisions by reducing ambiguity and making token systems truly agent-ready.
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