Build cases

Products as proof, not as a catalog.

Every case answers the same questions: what problem it faced, what I decided in the architecture, what principle it proves and what state it is in.

TrainO: the engine decides the session

A training system that doesn't hand out templates: it reasons each session against your real recovery, with rules I can audit.

VaultOS: local AI over an encrypted vault

Personal knowledge that never leaves your machine — and can still be queried in natural language.

BabelDestiny: thirteen documents before the code

The project where the method was applied without shortcuts — and where the cost of that discipline is clearest.