After 400+ agents, an engineer maps 15 AI agent memory patterns from types to control

MaryamMiradi · x · 2026-10-20

Engineer Maryam Miradi, who has built 400+ AI agents, curates 15 memory patterns in three groups, with open-source GitHub links: Memory Types (working, episodic, semantic, procedural, long-term), Memory Mechanisms (summarization, retrieval, consolidation, compression, graph memory), and Memory Control (decay, forgetting, conflict resolution, provenance, isolation). Together they form one memory architecture: what to remember, how to process it, and what to trust, forget, or isolate.

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