In modern projects, the codebase grows exponentially, and AI assistants have become an integral part of the development workflow. However, without a single source of truth, every developer (and every AI agent) is forced to learn the project from scratch, wasting context window limits, time, and resources. The wiki-first approach solves this problem by turning documentation into a living, automatic