klotz: ui consistency*

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  1. Daniel Curtis writes that generative coding agents have shifted the value of shared UI component libraries from reusable code to regeneratable specifications. Organizations should centralize design tokens, machine-readable guidelines, and verification suites rather than shipping component code. Agents can then produce project-specific components on demand, but a curated set of genuinely difficult widgets and an opinionated design system remain essential to prevent the "Sea of Sameness" and ensure accessibility.

    - McKinsey's Business Value of Design study found that top-quartile design index performers outpaced peers by 32 points in revenue growth and 56 in shareholder returns.
    - A 2026 Tilburg University study confirmed that generative AI produces a statistically significant homogenization effect, particularly on semantically constrained prompts.
    - The Figma MCP server is used to generate UI directly from design files and to run screenshot comparison tests against generated code.

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