---
title: "Paul Kayode (@kelpejol) | Hashnode"
description: "Paul Kayode (@kelpejol) writes on Hashnode. Read their latest articles and follow their work."
url: "https://hashnode.com/@kelpejol"
---

@kelpejol

# Paul Kayode

@kelpejol · Joined December 2025

### [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 ...

8 min read · [consonant.hashnode.dev](https://consonant.hashnode.dev/why-multi-agent-systems-need-orchestration-infrastructure-not-frameworks?utm_source=hashnode&utm_medium=feed)

[Dec 30, 2025](https://hashnode.com/posts/why-multi-agent-systems-need-orchestration-infrastructure-not-frameworks/6953d2b04a3b54562f93ae81)