After struggling with vague outputs from AI coding assistants, I started experimenting with MECE principles (Mutually Exclusive, Collectively Exhaustive) to organize technical documentation hierarchically. Think of it as creating a "mental model" for AI rather than just reference docs.

Some early results: - 40% reduction in back-and-forth iterations with AI assistants - Much more consistent code style and architectural patterns - Better preservation of domain knowledge across the project

Currently refining the metadata structure and creating templates for different project types. The system works especially well with Cursor AI and similar assistants that can process structured context.

If anyone else is exploring this space of "AI-optimized documentation," I'd love to exchange notes.

Its a Offline-first desktop app with auto suggestion and auto correct feature to help you type faster.

A hobby project to learn AI techniques RAG, vector databses etc. Wrote something about it haha. Its been inactive for last 2 months tho coz of travelling, but I am going to revive it this week https://bhavepant.substack.com/p/typingfast-my-journey-into-...