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Ok, so agent swarm = tool calling where the tool is a LLM call and the argument is the prompt


Yes largely, although they’ve trained a model specifically for this task rather than using the base model and a bit of prompting.


Sort of. It’s not necessarily a single call. In the general case it would be spinning up a long-running agent with various kinds of configuration — prompts, but also coding environment and which tools are available to it — like subagents in Claude Code.




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