AI agents can't replace community engagement, developer relations, or ecosystem building. Automation without real customers is just wash trading — activity that burns capital without generating external demand.
- ai
- agents
- community
- devrel
- economics
Notes on developer relations, protocol operations, node infrastructure and the tooling in between - written as I go, published here first.
AI agents can't replace community engagement, developer relations, or ecosystem building. Automation without real customers is just wash trading — activity that burns capital without generating external demand.
A testable case that developer community is a retention moat in the AI race - what lift it needs per percent of ARR spent, a CFO-ready scorecard, and a decision gate with a stop rule.