I build resilientsystems, from ideato production.

I take a problem down to the primitive it is missing and build that, usually end to end, from the contract or protocol up to the dashboard someone actually looks at.

Lately that means agents: a shared graph so parallel coding agents know when the code under them changed, a loop that makes an agent prove its work, and a control plane that decides what an agent may spend before it pays. Before that, settlement backends, privacy on Stellar, and retrieval inside a bank.