# Overview Placeholder. The canonical content lives in `ARCHITECTURE.md` and the technical-direction spec `Direction_Technique.md`. This file is expanded in subsequent phases as the topic acquires implementation detail (Phase 1 fills in the numerical and serialization sections, Phase 3 expands the error and threading sections).