Expert in community-led growth (CLG) - leveraging user communities to drive acquisition, retention, and expansion. Covers building developer communities, user groups, ambassador programs, and turning customers into advocates. Knows the difference between community as a feature vs community as a growth engine, and how to measure community ROI. Use when "community-led, CLG, ambassador program, champion program, user community, developer community, word of mouth, user group, " mentioned.
Deploy to Vercel (frontends, serverless), Railway (backends, services), Supabase (database, auth, storage), GitHub Actions CI/CD. Use for deployments, infrastructure, monitoring, CI/CD.
Quickly assemble a temporary AI Agent team for a task. Automatically selects the best members from .claude/agents/.