---
title: "Do LLMs Even Need API Workflow Engines?"
description: "Josh and Martyn debate whether AI agents need workflow engines, and how agents.json compares to Arazzo."
canonicalUrl: "https://zuplo.com/videos/do-llms-even-need-api-workflow-engines-api-anchor-ep-5"
watchUrl: "https://www.youtube.com/watch?v=SAKVtM86SoQ"
date: "2025-02-06"
duration: "23:10"
categories: ["MCP & AI", "API Patterns"]
pageType: video
---

# Do LLMs Even Need API Workflow Engines?

Josh and Martyn debate whether AI agents need workflow engines, and how agents.json compares to Arazzo.

**Watch:** [https://www.youtube.com/watch?v=SAKVtM86SoQ](https://www.youtube.com/watch?v=SAKVtM86SoQ)

- Duration: 23:10
- Published: 2025-02-06
- Categories: MCP & AI, API Patterns