Resources
Put the thinking to work.
These are the ideas I work through in advisory conversations, with enough of the reasoning behind them to use in your own work. Start with the question closest to the one you’re facing.
Architecture and delivery
Understand what you're changing.
Before committing to a plan, establish what the systems do today, how they depend on each other, and what the business needs from them.
Browse this topicAI and governance
Make authority and responsibility explicit.
AI adoption brings familiar questions into sharper focus. Who can act, what can they change, and how do you establish what happened?
Browse this topicEngineering in practice
Follow the work into the implementation.
Public code and technical explanations from building inference engines, investigating model behavior, and measuring GPU performance.
Browse this topicTeam training & working sessions
Work through it
with your team.
A guide gives you somewhere to start. A working session gives your team room to apply it to the systems they own, ask questions, and work through the awkward parts together.
I can build sessions around agent-assisted engineering, architecture reviews, or AI governance, using your team's work and constraints to make the material useful.
Discuss a session