How I work.
Five branches. 10 named protocols, 17 field reports and demonstrations. Each entry declares what it requires in plain sight. If a name is unfamiliar, that's the gap; the list is the curriculum.
New here? Start with Universal Tools. Lowest barrier, widest use.
Law × AI
Legal frameworks applied to AI, and AI applied to legal practice. For lawyers, in-house counsel, and founders who deal with the legal stack.
See all in Law × AI ↗Operator's AI
Production AI for founders, devs, and operators running real systems against real budgets.
See all in Operator's AI ↗- I run four practices. My business model is that I refuse to specialise.essay↗A lawyer who builds software, a producer who reads Friston, a writer with two bar memberships. The orthodoxy says pick one. The numbers say something else.
- The Reel Factoryprotocol↗The protocol that built the reels you're watching.
- The Multi-Provider Routerprotocol↗Stop paying Opus prices for Haiku problems.
Three formats.
Cross-domain consultations for the kind of question that touches product, contracts, behaviour, and the posture they sit in, often in the same hour. The format choice depends on how many threads the question has.
- A short working sessionthirty minutes, video
- A longer onesixty minutes, video or in person
- A long-form written briefseveral working days
Creator's AI
Video, audio, and content pipelines for makers who don't want a studio. The reels on this site were made with these protocols.
See all in Creator's AI ↗Self & Knowledge
Introspection tools with rigorous foundations. Personality science, decision review, identity audits.
See all in Self & Knowledge ↗- Personality tests written by accountants are not a science. Here is what is.essay↗The Myers-Briggs Type Indicator was written by a mother and a daughter, neither of whom was a trained psychologist, in the 1940s. The personality science you actually want has six dimensions, includes an honesty axis, and has thirty years of peer review behind it.
- $199 for the marketing, $5 for the science.essay↗MyHeritage shows you 23 ancestral fragments. The raw file underneath has 700,000 markers. Here is how to read the rest of your own DNA in ten minutes for the price of a sandwich.
- The Bias Mirrorprotocol↗Use AI as critic, not cheerleader. Friston's price for honesty.
Universal Tools
The protocols anyone can use, regardless of niche. Lowest barrier, widest application.
See all in Universal Tools ↗- I run four practices. My business model is that I refuse to specialise.essay↗A lawyer who builds software, a producer who reads Friston, a writer with two bar memberships. The orthodoxy says pick one. The numbers say something else.
- $199 for the marketing, $5 for the science.essay↗MyHeritage shows you 23 ancestral fragments. The raw file underneath has 700,000 markers. Here is how to read the rest of your own DNA in ten minutes for the price of a sandwich.
- The Estate Triageprotocol↗When a parent dies or loses capacity. Before, ideally.
- The Contract Stress Test· Multi-model adversarial review of long-form contracts.
- The Travel Brief· The AI replacement for guidebooks.
- The Privilege-Preserving Audit· Running AI on confidential matters without breaching duty.
If you want one of these set up for you, that's a conversation.