Blog
Writing & thinking
Explorations in autonomous systems, agent infrastructure, and the future of onchain finance.
AI x Capital Markets: Where Agents Meet Real Money
The intersection of AI agents and capital markets isn't theoretical anymore. Here's what's actually working, what's hype, and what's next.
Toward Standards for Autonomous Execution
The autonomous finance ecosystem needs execution standards. Here's a framework for what 'safe execution' means when agents trade onchain.
Deterministic State Modeling for Autonomous Fund Operations
Every financial state transition should be reproducible. Here's how to model autonomous fund operations as deterministic state machines.
Agent Treasury Risk: Why Autonomous Funds Need Guardrails
As AI agents manage real capital onchain, traditional risk frameworks break down. Here's how to build guardrails that work at machine speed.
Venture Studios in the Age of AI Agents
The venture studio model is evolving. When your best employee is an AI agent, the economics of building companies change fundamentally.