The role behind the app has a name: Language Modeler

People keep asking who "vibe coded" ML Systems. Nobody did. The role is Language Modeler.

The system is modeled in English first — what the house record is, who may write to it, what counts as true inside it, how evidence is graded — precisely enough that the AI can carry it into code. The AI is a moderator between the English language and the coding language. It owns neither side, so the author of the English (me) is the author of record. Every time the code did something the English didn't say, the English was what I went back to.

The first hire will be a carpenter and a Language Modeler in one person. Not open yet — bootstrapped, pre-revenue, no deconstruction performed yet.

Full piece: https://github.com/MLSystemsRI/m...