Work · Research · 2026

Paarvai

பார்வை, sight. A visual-taste engine: 38 evidence-graded principles, a model of my taste, and a critic that renders real pages and scores them on both.

What was built

  • Playwright renderer, pixel and DOM metrics
  • Two-lens scoring: evidence and taste, kept apart
  • A reference library and palettes
  • CLI and MCP server

What happened

Used to design and check this site.

What it taught me

Making 'good design' falsifiable is the interesting engineering problem.

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