Entrepreneurship
The Founder’s Calibration Practice
AI floods founders with confident answers and you quietly inherit its overconfidence. The founder's calibration practice trains your judgment to match reality.
Essays & Field Notes
Field notes from four reinventions — a $200M exit, two unicorns, and building AI-native. Published as I learn.
Entrepreneurship
The Solo Founder AI-Native Operating System
The Solo Founder AI Operating System is the six-loop model that lets a one-person company survive vendor price shocks and still ship AI that actually works.
Building
Why I Left a $200M Exit to Start Over
The hardest part of entrepreneurship is not building — it is walking away from something that works to chase something that matters more.
AI & Technology
The Access Cliff: The Best AI Model Isn’t Buildable
The best AI model and the model you can actually build on are drifting apart. Here is the access cliff, and why picking the smartest model is the real trap.
Entrepreneurship
The Redeployment Gap: Why AI Savings Vanish
AI frees up capacity, then the savings quietly vanish. The redeployment gap is why: freed time gets cut once or silently refills. Here is how to capture it.
AI & Technology
The Authenticity Premium: Why Proof Beats Output
When AI makes output free, buyers stop paying for the thing and start paying for proof it is real. The authenticity premium is where value moves next.
Entrepreneurship
The Worth Gap: Who You Are When AI Does the Work
AI made the craft you built your identity on cheap. The worth gap is the space between what you can do and where your sense of value sits.
Entrepreneurship
The Cut List: How to Survive SaaS Consolidation
Buyers are cutting 20% of their vendors. SaaS consolidation decides which products survive and which get cut. How to land on the keep list, not the cut list.
AI & Technology
The Verification Ceiling: Why Cheap AI Slows Teams
Cheap AI made generation nearly free, but verification is the new bottleneck. Why checking AI output caps your team's throughput, and three ways to lift it.
Entrepreneurship
The Weekend Clone: Why Buyers Still Pay for Software
When cheap AI lets your customer build a rough version of your product in a weekend, why do they still pay you? The weekend clone problem, and the real answer.
AI & Technology
The Capability Overhang: Why AI Value Has Moved
The capability overhang is the widening gap between what AI can do and what companies actually use. Here is why it grows and where the real value sits.
Entrepreneurship
The Throw-Away Rate: What to Kill When Building Is Free
AI made building nearly free, so the right amount of work to throw away went up, not down. Your sunk-cost instinct is now a pricing error. Here is the fix.
Entrepreneurship
Result Per Dollar Per Second: The AI Metric That Pays
Benchmark rank tells you which model did its homework best. Result per dollar per second tells you which one earns. Here is how I score AI for a business.