Field notes from four reinventions — a $200M exit, two unicorns, and building AI-native. Published as I learn.
AI products launch into negative margins because founders use the SaaS playbook. The cost-first AI product launch playbook fixes unit economics before you ship.
Your AI agent is an employee with root access and no manager. The Five Gates framework shows builders how to close the agent identity gap before it leaks.
AI gave founders their time back and quietly taxed their judgment. The Operating Energy OS manages founder decision energy, not time, so you stop burning out.
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.
Most AI products ship on vibes and break in production. The Evals Playbook is the 5-layer pyramid that lets solo founders measure what they ship.
A loneliness researcher just warned AI friends will make founder isolation worse. The Connection Stack shows solo founders the 5-layer fix that actually holds.
Banks beat startups to production because they own an AI ops layer. The Internal AI Stack shows founders how to build the same Control Plane in 30 days.
Token prices keep falling. Your AI bill keeps climbing. The Context Engineering Playbook is the discipline that decides which AI products survive the math.
The AI prophets keep walking back their predictions. The Founder AI Stack is the 5-layer mental model that survives the walk-back, the hype, and the next one.
Most AI adoption stalls at the same rung. The AI Adoption Maturity Model maps 6 stages from Shadow AI to AI as Operating System, with the 5 traps between.
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