12 questions across four mastery levels — User, Practitioner, Builder, Architect — each assessed on three dimensions: Know, Do, Build. Brutally honest answers only. Results appear after all 12 questions are answered.
LEVEL BREAKDOWN
DIMENSION PROFILE
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See how the benchmarks develop
I share insights as data accumulates — what separates high scorers, framework updates, and research on AI adoption. No noise.