How to Set Up OpenClaw Multi-Agent Routing
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.
Architecture decisions
Centralized router vs distributed mesh? Sticky sessions vs stateless? Each has tradeoffs.
Intelligent routing logic
Routing by task type, user, load, or model requires custom logic that doesn't exist out of the box
Session state management
Multi-agent setups need shared or synchronized session state across instances
Monitoring complexity
Tracking health, performance, and costs across multiple agents requires centralized observability
Step-by-Step Guide
Plan your agent topology
Decide on the architecture.
Deploy multiple OpenClaw instances
Configure the routing rules
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.
Add health monitoring
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.
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