March 23, 2026 · 1 min read
Public Datasets Rarely Carry Product Weight
Public data is fine for prototypes, but products used again and again need a private collection loop that compounds. Why, and what to build instead.
lab notes
short notes from testing AI agents against real data: what works, what breaks, and where the analytics job is going.