Resources
Field notes from real builds.
Short, sharp, and tactical. The same material I use with client teams.
Talks & Demos
Building AI That Ships
What fails in production and how to fix it.
Architectures That Survive Scale
Patterns that hold up under real traffic.
Building Teams That Ship
Root causes behind delivery breakdowns.
Guides & Checklists
AI Use-Case Triage
Saying no to the wrong AI projects.
Architecture Review Playbook
How to diagnose stability issues fast.
Delivery Reset Framework
Rebuild velocity without burning teams.
Stay in the loop.
New notes land here first.
Stay Updated
Short, tactical updates on AI, systems, and delivery.