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.}