FAQ
Frequently asked questions about Swarm 357.
Is this 357 parallel Opus sessions?
No. 357 is the role catalog size. Default execution uses one agent per role with a cap.
Do I need Memvid?
No. Flat-file memory works without the bridge. Memvid adds portable .mv2 recall.
Is Opik supported?
Opik cloud is not implemented. Use local JSONL traces.
What models work on OpenRouter?
Use tool-capable models. Free Llama models fail tool calling. Haiku works for judges; Sonnet-4 for agents in baselines.