Agent Graphs: Taming Multi-Agent Architecture with LaunchDarkly

Learn how to set up real-world agent workflows using AI Configs with battle-tested patterns for swapping models, monitoring, and framework integration.

by Scarlett Attensil

Overview

Wrestling unruly AI agents? This tutorial walks through setting up a real-world agent workflow using AI Configs. You’ll learn battle-tested patterns for taming multi-agent architecture.

Agent Graphs: Taming Multi-Agent Architecture

What you’ll learn

• Swapping models on the fly without redeploying
• Real-time monitoring of your agent workflows
• Integrating with frameworks like LangGraph and Strands
• Building maintainable multi-agent systems

Next steps

For the full written tutorial with code examples, read Beyond n8n for Workflow Automation: Agent Graphs as Your Universal Agent Harness.

Check out the code repo on GitHub to follow along.