Agentic Memory & Retrieval • September 19, 2026 • 1 min read Memory Compaction, Vector-Graph Hybrid Stores & Context Degradation Mitigating the Lost-in-the-Middle Penalty with Hierarchical State Serialization and Graph Indexing Agentic MemoryVector DatabasesKnowledge Graphs Read