work with me
Building AI systems you can actually rely on.
I help teams design, audit, and build AI agent systems that are reliable by design, not just demos that work the first time. The method documented across this site is how I approach it: make the safe thing structural, and keep a human on anything that cannot be undone.
Where I can help.
- design
Design the system
Architect agent workflows with real structure: scoped inputs, clear context, hard limits, and explicit escalation paths, so an agent knows when to stop and bring a human in rather than guess.
- audit
Audit what exists
Review an AI workflow for the reliability and safety gaps a demo never shows: the unscoped tool call, the missing checkpoint, the irreversible action with no human in the loop.
- build
Build the guardrails
Turn a promising prototype into something you can trust in production: the structure, checkpoints, and approvals that make an agent dependable by design rather than dependable by luck.
If that sounds useful, let’s talk.
If your team is building with AI agents and wants them dependable, not just impressive, reach out. The fastest way to start a conversation is LinkedIn.