> It's just calling a LLM n-times with slightly different prompts It can be, but ideally each agent’s model, prompts and tools are tailored to a particular kno

> It's just calling a LLM n-times with slightly different prompts It can be, but ideally each agent’s model, prompts and tools are tailored to a particular knowledge domain. That way tasks can be broken down into subtasks which are classified and passed to the agents best suited to them. Agree RE it being bruteforce and expensive but it does look like it can improve some aspects of LLM use.