Building fast is solved.Deciding well is not.

My work keeps returning to one idea: the constraint has moved from building fast to deciding well, which makes describing a domain precisely matter more than coding it quickly. Over twenty-five years of platforms behind that — sixteen at UBS, then co-founding 3AP and LIKE MAGIC.

The vision

One model, true everywhere.

Whoever asks about my work — a person, a search engine, an agent — reaches the same answer, because every surface they can reach derives from one model I keep, and no claim in it stands without its evidence.

What I hold to

Five values, each with the thing I never do.

Latest writing

What I am building now

Two ideas have come out of that work, and I am building both in the open — GuestGraph and CompanyGraph. Right now I am on a deliberate career break: creative, inspiring and the reason the two get built properly and validated in public rather than in the evenings.