I build governance-first infrastructure for autonomous systems. My current focus is EchoState: governed state, evidence, and rollback for machine action.
- Policy before execution — authority and scope are explicit.
- Evidence with every state change — actions remain attributable and reviewable.
- Rollback or remediation by design — failure paths are part of the contract.
Active implementation repositories remain private while release boundaries and public proof surfaces are consolidated.
Before founding Aeon Nova Future Labs, I worked across complex manufacturing and national rollout programs, including Tesla and ChangeUp. That operating experience informs the work: ownership should be explicit, dependencies visible, and recovery paths designed in from the start.