I build systems that remember, verify, and improve.
My work sits somewhere between agentic infrastructure, reliable automation, and security-minded engineering—the part where ideas have to survive contact with reality.
A few principles:
- Context is infrastructure.
- Verification is a feature.
- Automation should preserve judgment.
- Quiet systems compound.
Signal over spectacle.