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.
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.
Comparison14 April 2026
CrewAI, AutoGen, and role ontologies
Ad-hoc crews, conversation graphs, and pre-declared role catalogs solve different problems. A criteria table, and when 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 at once. How role catalogs, layer routing, and hard agent caps keep a multi-agent system solvent.