Nautilus Compass

Cross-agent memory system with drift detection to prevent AI agents from repeating mistakes.

Nautilus Compass is a memory layer for AI agents that stores conversation history and detects when agents deviate from established rules or past failure patterns. It embeds raw text locally using BGE-m3 embeddings and scores new prompts against historical failures to identify drift. Multi-agent memory sharing is supported via the MCP Agent-to-Agent protocol with TLS and role-based access control.