[octopoc]

Isn't an agent just a system prompt + specific tools? Why not just switch out the system prompt and tools in the same context?

[IanCal]

No.

You have anything else that modifies the context, tools, model, and most importantly perhaps the iteration that controls what's going on with those other values.