Orchestration
4 engineering articles on orchestration from building and running Swarm 357 in production.
Architecture13 July 2026
Building a 357 role catalog for AI agents
How six business layers and 357 roles were drawn, what a soul template holds, and the three mistakes that make a role catalog useless. Including why the number is not the point.
Comparison1 June 2026
LangGraph and role catalog runtimes solve different problems
A state graph gives you explicit control flow. A role catalog gives you governed workers. When you need one, when you need both, and how to tell which problem you have.
Comparison14 April 2026
CrewAI, AutoGen, and role ontologies
Ad-hoc crews, conversation graphs, and pre-declared role catalogs solve different problems. A criteria table for choosing, and the cases where a catalog is the wrong answer.
Orchestration13 January 2026
Multi-agent orchestration without the headcount fantasy
357 roles is an org chart for agents, not 357 models running at once. Here is how role catalogs, layer routing, and hard agent caps keep a multi-agent system solvent.