AIHacker Noonabout 5 hours ago
Multi-Tenant Memory Layers for AI Agents Explored
15 min read
A 4-part series details building short-, medium-, and long-term memory for AI agents, extending the Kubernetes Agent Orchestration System (KAOS). Research covered ~30 tools including Mem0, Zep/Graphiti, Letta, Cognee, Memobase, and Redis Agent Memory Server. UCLA benchmarks show models lose 30-60% accuracy with full interaction histories versus oracle retrieval.
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