AUTOMATION
Deploy Structured Multi-Agent System with SwarmWright
Define autonomous agents in markdown, enforce topology in JSON, deploy with Docker
Updated: 5/17/2026
Difficulty
medium
Time
30m
Use Case
Converting scattered AI pipelines into a governed multi-agent system with enforced communication topology
Popularity
0 views
About this automation
SwarmWright enables structured multi-agent orchestration by defining agents as markdown files and topology as JSON, with Docker deployment. Agents remain autonomous but operate within a declared communication graph enforced by the runtime.
How to implement
1
Define each agent as a markdown file with behavior and capabilities
2
Create a JSON topology file declaring which agents can call which other agents
3
Configure Docker environment with SwarmWright runtime
4
Run two Docker commands to deploy the multi-agent system
5
Runtime enforces the declared topology while agents make autonomous decisions within their constraints