GroundworkJun 11, 2026
Two Brains: Why Dynamic Model Routing Beats Picking One AI
The better your coding model gets at code, the worse it writes. I stopped picking favorites and started switching between them.
Odyssey Alive
AI Automation That Understands How Your Business Actually Works
25 years building websites. A cultural anthropology background that explains why your "simple" workaround is actually genius.
Latest from Focus
The Endorsement
The government banned Anthropic's AI for being too dangerous. Every competitor's model is still running. That's not the compliment it sounds like for the competition.
Read the ArticleJune 13, 2026
A Different Kind of Builder
The anthropologist who debugs your workflows
Most developers ship a tool and hope you'll adapt. I spend time understanding why your team uses that shared Google Doc instead of the expensive CRM. Then I build automations that work with your reality, not against it.
It's like the difference between a GPS that recalculates every time you take a "wrong" turn versus one that learns your preference for the scenic route. Same destination, wildly different experience.
How We Can Work Together
AI that speaks your language,
not Silicon Valley's
Available Now
Custom AI Integration
Your business isn't a template, so why would your automation be? I dig into how your team actually works: the workarounds, the shortcuts, the "we've always done it this way." Then I build AI systems that amplify what's working instead of bulldozing it.
- I'll shadow your team before touching a single API
- Automations built around your spreadsheet, not against it
- Training your team will actually remember next Monday
In Development
AI SaaS Products
Building focused tools for specific industries, starting with real estate agents who need market intelligence that doesn't require a data science degree to interpret.
- Automated market performance reports
- Lead generation from expired listings
- Intelligence that speaks client language
Join Focus to get early access when we launch.
Latest Thinking
Where AI meets
anthropology
AI TransformationJun 4, 2026
Will AI Stall Itself?
We call it the cloud. It is a windowless metal shed in the desert, and it is drinking the town's water. The thing most likely to slow AI down is not a smarter rival. It is the body AI runs on.
AI TransformationMay 14, 2026
The Vacancy
136,000 tech workers laid off in 2026. Most contributed free work to open source in exchange for career capital. Everyone's covering the jobs. Nobody's asking what happens to the open source projects.