Capacity first
Before routing, Swarm checks what each machine and agent can safely handle. That prevents overloading one worker while another sits idle.
Use Swarm when jobs need multiple agents, machines, or capabilities. Memory Hive stays the source of context; Swarm decides who should act.
Before routing, Swarm checks what each machine and agent can safely handle. That prevents overloading one worker while another sits idle.
Tasks move to agents with the right capability: browser QA, shell work, creative rendering, review, or deployment.
Finished work produces proof and reusable lessons that return to Memory Hive instead of disappearing in chat history.
| Single agent | Good for direct edits, small audits, and one-machine tasks. |
|---|---|
| Swarm | Better for parallel QA, multi-machine routing, GPU work, or reviewer loops. |
| Memory Hive | Required foundation for both modes. |