---
title: "Discussion on \"Why Multi-Agent Systems Need Orchestration Infrastructure not frameworks\" | Hashnode"
description: "Discussion on \"Why Multi-Agent Systems Need Orchestration Infrastructure not frameworks\". Building Consonant: Lessons from the trenches of production AI agent coordination\n\nThe Multi-Agent Coordination Problem\nSix months ago, a platform engineering team at a mid-size SaaS company built their first production AI agent. It was beautiful: a ..."
url: "https://hashnode.com/posts/why-multi-agent-systems-need-orchestration-infrastructure-not-frameworks/6953d2b04a3b54562f93ae81"
---

[Feed](https://hashnode.com/feed) /

Discussion

# [Why Multi-Agent Systems Need Orchestration Infrastructure not frameworks](https://consonant.hashnode.dev/why-multi-agent-systems-need-orchestration-infrastructure-not-frameworks?utm_source=hashnode&utm_medium=feed)

Building Consonant: Lessons from the trenches of production AI agent coordination The Multi-Agent Coordination Problem Six months ago, a platform engineering team at a mid-size SaaS company built their first production AI agent. It was beautiful: a ...

Dec 30, 2025 · 8 min read · consonant.hashnode.dev  
Read the article

-   [#multi-agent-systems-mas](https://hashnode.com/tag/multi-agent-systems-mas)
-   [#orchestration](https://hashnode.com/tag/orchestration)
-   [#kagent](https://hashnode.com/tag/kagent)
-   [#langgraph](https://hashnode.com/tag/langgraph)
-   [#ai-agents](https://hashnode.com/tag/ai-agents)

## Written by

[Paul Kayode](https://hashnode.com/@kelpejol)

@kelpejol

  
[View profile](https://hashnode.com/@kelpejol)

## Responses

Markdown supported · ⌘↵ to post

No responses yet.