HMLR (Hierarchical Memory Lookup & Routing) is an open-source, state-aware long-term memory architecture that gives AI agents true "living" memory but without massive context windows or fragile RAG. It delivers verified multi-hop reasoning, temporal conflict resolution, and cross-topic persistence Ideal for building reliable agentic AI that remembers forever, cheaply. Feedback, stars, and contributions welcome!