Research

Field studies and data on crypto go-to-market, agent UX and community growth.

3 notes2 published1 in progress

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  1. Agent UX PatternsAn evolving catalogue of interface patterns for AI agents — from command palettes to ambient status — and when each one earns its keep.Design researchIn progress
  2. Crypto Go-To-Market in APACField notes from three years of launching tokens and communities across Hong Kong, Singapore, and Seoul — what actually moves adoption in each market.Field study
  3. Telegram Community Growth CurvesWhat 18 months of channel analytics say about how crypto communities actually grow — plateaus, spikes, and the moderator multiplier.Data