# Memory Systems for Long-Running Agents: Episodic to Procedural

> Source: <https://pub.towardsai.net/memory-systems-for-long-running-agents-episodic-to-procedural-fdb6ebb19960?source=rss----98111c9905da---4>
> Published: 2026-06-19 18:01:01+00:00

A single-session chatbot can get away with a flat context window. A long-running agent — one that works across days, accumulates tool…
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