In the system I'm building the main agent doesn't have access to tools and must call scoped down subagents who have one or two tools at most and always in the same category (so no mixed fetch and calendar tools). They must also return structured data to the main agent.

I think that kind of isolation is necessary even though it's a bit more costly. However since the subagents have simple tasks I can use super cheap models.