Multi-agent swarm architectures are being discovered, not designed — shared state emerges as the norm

JensHonack · x · 2026-10-21

The author observes that architectures for agentic swarm systems are being discovered rather than designed: large multi-agent efforts exhibit an emergent preference for self-orchestration via shared state, citing the message board pattern during the Hugging Face hack.

The attached diagram shows a representative shape: multiple agents (some with sub-agents) coordinating around a shared-state hub made of git, issues, and chat, with an agent needing frontend work reaching it in one hop. The punchline: engineers increasingly just look at the emergent architecture and say "looks good to me, I guess" — best practices for multi-agent systems are surfacing on their own rather than being designed top-down.

Related event: Multi-agent architectures are being discovered, not designed(2 posts)→

Original post →

More from AGI Musings

AGI Musings channel →