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omkarpkh/README.md

Omkar Khadamkar

Design Architect · Staff UX Designer. Eleven years in design systems, AI tooling and enterprise security UX.

AI-generated UI looks finished long before it is on-system. I make design systems machine-readable so that gap closes — and I measure whether it did.

omkarux.com · Pune, India · available immediately

design-system-drift-lab A controlled reproduction: does documentation completeness or phrasing determine whether AI-generated UI stays on-system? Three conditions, nine isolated runs, 74 graded properties — and one failed hypothesis, mine. Naming a value moved accuracy from 93.2% to 100%; rephrasing the same rule changed nothing at all.

bulk-edit-mixed The state model behind a bulk-edit interface, for when the selected items don't agree with each other. Three outcomes not two, operations as a function of field type, and diffs that stay reviewable at scale. 53 tests.

I publish the results that disagree with me. It's the only way the ones that agree are worth anything.

Popular repositories Loading

  1. design-system-drift-lab design-system-drift-lab Public

    A controlled reproduction: does documentation completeness or phrasing determine whether AI-generated UI stays on-system? Nine isolated runs, 74 graded properties, one failed hypothesis.

    CSS

  2. bulk-edit-mixed bulk-edit-mixed Public

    The state model behind a bulk-edit interface, for when the selected items don't agree with each other. Three outcomes not two, operations as a function of field type, and diffs that stay reviewable…

    JavaScript

  3. omkarpkh omkarpkh Public

    Profile

  4. spec-resolvability spec-resolvability Public

    Checks design system documentation for rules that never resolve to a value. Flags relative language, scores value coverage, emits a contract.json stub for design-system-drift-lab's audit.mjs.