---
title: "Discussion on \"Phase 3: Agents and Memory — LLMs That Think and Remember\" | Hashnode"
description: "Discussion on \"Phase 3: Agents and Memory — LLMs That Think and Remember\". AI agents from scratch — tool use, plan execute pattern, and persistent memory across sessions. Includes the looping agent failure and why it matters."
url: "https://hashnode.com/posts/agents-memory-llms-think-remember/6a7eb7811c87d7b7e6a6f956"
---

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# [Phase 3: Agents and Memory — LLMs That Think and Remember](https://learn.sannan.app/agents-memory-llms-think-remember?utm_source=hashnode&utm_medium=feed)

AI agents from scratch — tool use, plan execute pattern, and persistent memory across sessions. Includes the looping agent failure and why it matters.

Aug 14 · 10 min read · learn.sannan.app  
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-   [#python](https://hashnode.com/tag/python)
-   [#agents](https://hashnode.com/tag/agents)
-   [#machinelearning](https://hashnode.com/tag/machinelearning)
-   [#ai](https://hashnode.com/tag/ai)

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