I build the layer between AI capability and production reality.
- Agent architecture and orchestration (OpenClaw, Codex-first workflows)
- Nonprofit use-cases #NonprofitTech
- Automation reliability (observability, rollback discipline, failure recovery)
- AI-ready delivery assets (machine-readable profiles, MCP endpoints, structured evidence)
- Product + operations alignment for real-world deployment
- Shipping practical AgentSkills on ClawHub
- Piloting nonprofit use-cases
- Designing systems that optimize for signal over hype
If you’re building serious agentic products, I’m open to conversations about collaboration, strategy, or what’s next.

