Build Multi-Agent AI Workflows in n8n (Orchestrator + AI Tool Node Demo) | Automatewith.me
In this video, I’ll walk you through a hands-on demo of the new AI Tool Node in n8n and show how to design a workflow powered by multi-agent architecture.
We’ll build a setup with:
• Main Agent (Orchestrator): Coordinates the workflow and delegates tasks.
• Designer Agent: Generates the book cover.
• Content Writer Agent: Creates the text content.
By the end, you’ll see how these agents collaborate to produce a complete book (PDF with cover + content) from a single user request. 🚀
🔑 What you’ll learn:
• How multi-agent systems work in practice
• The role of an orchestrator agent vs. tool agents
• How to automate content + design generation in one flow
• Why this makes building complex AI workflows easier than ever
Timestamps:
0:00 Intro – n8n releases AI Agent 2.0 with multi-agent architecture.
0:24 Orchestrator + tool agents explained.
0:40 Multi-agent = team of AI agents with specific roles.
1:10 Demo: workflow that writes a book.
2:03 Orchestrator agent delegates tasks to tool agents.
3:00 Design agent creates cover, writer agent generates content.
5:05 Tool agents take prompts from orchestrator automatically.
06:20 Workflow outputs book PDF with cover + content.
09:56 Key idea: orchestrator manages agents, splits big tasks into smaller ones.
11:57 Closing – easier multi-agent setup with AI Agent 2.0.
If you want to explore the future of AI agent orchestration inside n8n, this demo is for you!
https://n8n.io/workflows/7482-create-...