Use both together for the complete experience.

The Problem

You've been there. Every developer who uses AI coding assistants has been there.

• You spend 20 minutes explaining your project's architecture — then the session ends. Tomorrow? It's a stranger again.
• You tell it "I prefer functional style" for the fifth time this week. It still writes classes.
• You made an important decision last Tuesday — FastAPI over Express. The AI has zero memory of it.
• Your coding conventions, your team's naming rules, your deployment pipeline — all gone. Every. Single. Session.

The most powerful AI in the world has the memory of a goldfish.

Why Not Just Use CLAUDE.md?

Claude Code already has CLAUDE.md and MEMORY.md. But they have fundamental limitations:

| | Claude Code Built-in | MemoMind | |---|---|---| | Storage | Plain Markdown files | PostgreSQL + pgvector + knowledge graph | | Extraction | Manual — you write rules yourself | Automatic — LLM extracts facts from conversations | | Retrieval | Full file loaded into context every time (wastes tokens) | 4-way hybrid search, only relevant memories recalled | | Cross-session | Static rules; append-only notes |...