Product thinking
Expert systems vs. AI wrappers
What separates a tool people pay for from a chatbot they forget about. The case for source-bounded AI.
Coming soon
Studio journal
Notes from
the workbench.
Build notes, product thinking, and the occasional rant about why most AI products don't actually work. New entries land when there's something worth saying.
Education
Earned progress: why we gate our education apps
How a quiz pass plus proof-of-work upload changes whether students actually learn — or just feel like they did.
Coming soon
Build notes
Building Remedium: notes on a clinical AI workflow
Forty years of homeopathic literature, a 35-question intake, and the source-approval model that keeps the AI honest.
Coming soon