๐ŸขEnterprise & Advanced

How to Set Up OpenClaw Multi-Agent Routing

Advanced3-6 hoursUpdated 2025-01-25

Multi-agent architectures let you route different types of requests to specialized OpenClaw instances, improving performance, reducing costs, and enabling graceful degradation. This guide covers architecture patterns, routing configuration, session management, and production monitoring.

Why This Is Hard to Do Yourself

These are the common pitfalls that trip people up.

๐Ÿ—๏ธ

Architecture decisions

Centralized router vs distributed mesh? Sticky sessions vs stateless? Each has tradeoffs.

๐Ÿง 

Intelligent routing logic

Routing by task type, user, load, or model requires custom logic that doesn't exist out of the box

๐Ÿ”„

Session state management

Multi-agent setups need shared or synchronized session state across instances

๐Ÿ“Š

Monitoring complexity

Tracking health, performance, and costs across multiple agents requires centralized observability

Step-by-Step Guide

Step 1

Plan your agent topology

Decide on the architecture.

Step 2

Deploy multiple OpenClaw instances

Step 3

Configure the routing rules

Step 4

Set up session persistence

Warning: Without session persistence, users may be routed to different agents mid-conversation, losing context. Always enable sticky sessions or shared session storage.

Step 5

Add health monitoring

Step 6

Test the routing

Multi-Agent Architecture Is Complex

Routing rules, session persistence, health checks, failover โ€” getting multi-agent right requires production experience. Our enterprise experts design and deploy multi-agent architectures for teams of all sizes.

Get matched with a specialist who can help.

Sign Up for Expert Help โ†’

Frequently Asked Questions