Practical notes on AI governance, orchestration, and operator coaching.
No theory dumps. These are the infrastructure patterns, checklists, and lessons I use building production AI systems and coaching the teams who ship them.
EU AI Act Readiness: A Practical Checklist for Builders
A step-by-step checklist for getting your AI system ready for the EU AI Act. Not theory — the actual infrastructure you need.
AI Governance Primitives: What Kill Switches and Circuit Breakers Actually Do
Kill switches, circuit breakers, delegation tokens — the infrastructure most AI teams skip. Here's what each one actually does.
From Strength Coaching to AI Systems: Why Form Comes First
A decade of coaching taught me the same thing engineering does: assess constraints before prescribing solutions, build safety infrastructure before features.