---
title: "Discussion on \"Stop Reaching for Multi-Agent — Start With Stateful Sessions\" | Hashnode"
description: "Discussion on \"Stop Reaching for Multi-Agent — Start With Stateful Sessions\". Most teams jump to multi-agent orchestration before they've exhausted what a single agent with proper state management can do"
url: "https://hashnode.com/posts/stop-reaching-for-multi-agent-start-with-stateful-sessions/69e411c908a863fed3dfb072"
---

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# [Stop Reaching for Multi-Agent — Start With Stateful Sessions](https://octavus.hashnode.dev/stop-reaching-for-multi-agent-start-with-stateful-sessions?utm_source=hashnode&utm_medium=feed)

Most teams jump to multi-agent orchestration before they've exhausted what a single agent with proper state management can do

Apr 18 · 7 min read · octavus.hashnode.dev  
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-   [#agent-orchestration](https://hashnode.com/tag/agent-orchestration)
-   [#ai-agents](https://hashnode.com/tag/ai-agents)
-   [#octavus](https://hashnode.com/tag/octavus)
-   [#sessions](https://hashnode.com/tag/sessions)

## Written by

[Ava Moreno](https://hashnode.com/@avamoreno)

@avamoreno · San Francisco, USA

  
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