I build systems that run companies.
I write here about AI agents and what it takes to keep people in charge of them. I build software that runs inside real companies, and I stay with it until it holds. Today I'm building Agent Jack at Verduona; it is in an invite-only beta.
Now
What I'm building
Selected writing
Thinking in public
Proof Log: CouncilNow's Decision Reports, Browser-Verified
A completed CouncilNow decision sprint renders as a readable memo and exports clean Markdown — even when an advisor returns a malformed draft. Here is the automated proof that ran before this post went live.
Future Trilogy · Part 3 of 3 · 16 minHow Not to Be Pre-Sorted by the Future
The AI prediction was not doom. It was selection. This is the practical map for becoming harder to manage, harder to confuse, and harder to enclose.
Field Notes · 15 min readThe 300 Millisecond Window
I set out to find the cheapest voice AI stack in Europe. I found the answer. Then I realized I'd been asking the wrong question.
Track record
Systems that run in real operations
At fifteen I wrote a program that plotted any equation, so I would never have to do it by hand again. I've been building the same thing ever since: systems that do the work, so people don't have to.
Production software for businesses
Matching, operations and evaluation systems used daily by multi-office companies.
Real-time prediction models
Probabilistic models on noisy live data, tested against real markets, where being wrong costs money.
Autonomous operations
Built and ran an autonomous call center with agentic systems.
Verduona
Agent Jack and its expert apps, in an invite-only beta.