Focus
Into production, and alive there.
Getting AI and automation into production, and keeping them alive there. What I work on and write about.
AI that survives production
Most AI pilots work in the demo. The hard part is the day after: what happens when the model is slow, wrong or down, and who finds out first. Those are the questions worth answering before your customers do.
Automation with a business case
Start from the process that hurts, not from the model. Find the few workflows where automation pays back, get the data under them right, and build those well.
Engineering teams in the agent era
How roles, reviews and delivery change when agents write part of the code, and how to lead a team through it without losing quality or people.
Compare notes
Most of what I write starts as a conversation with someone building with AI: what broke, what held up, what they would do differently.
If you’re working through something similar, tell me what you need and how I can help.