Designing Memory for AI Agents: Inside Linkedin’s Cognitive Memory Agent

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Posted on Mon Apr 20 2026 | 8:29 pm

LinkedIn introduces Cognitive Memory Agent (CMA), generative AI infrastructure layer enabling stateful, context-aware systems. It provides persistent memory across episodic, semantic, and procedural layers, supporting multi-agent coordination, retrieval, and lifecycle management. CMA addresses LLM statelessness and enables production-grade personalization and long-term context in AI applications.

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