Define Intent. Write Conditions. Act. Record. Recognize Patterns. Refine Constraints. Act Better. Deliver Outcomes.
I design systems that serve people’s goals.
The work is writing conditions — the instructions, routing, and feedback loops that keep agents honest over time. From zero-to-one products to platforms at scale, the upstream constraint has always been human goals. The material has changed, but the discipline hasn't.
Guiding Principles
The Work