PROBLEM

Multi-Agent Orchestration Becomes Chaotic Without Enforced Topology

As AI pipelines grow from a few agents to many, managing agent interactions through scattered markdown and Python scripts becomes unmaintainable. No enforced communication rules means agents can call each other unpredictably.

Updated: 5/17/2026

SwarmWright solves this by enforcing a declared topology: agents are defined as markdown files, communication rules are declared in JSON, and the runtime strictly enforces which agents can call which others. Agents remain autonomous in their decisions but operate within a governed communication graph.

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