I think of it like this: you're the teamlead. 1 AI tool = 1 team. You can manage 1, if you have basic skills, 2 if you are very experienced and maybe, if you're super skilled and tireless, 3. I haven't met anyone in my life that could manage 4 teams. At that point you need another layer.

So the art is in either letting your Agent fleet sitting idle, or having an orchestrating AI on top, so that you're back to only 1 simultaneous tool. I personally do this through algorithmic orchestration rather than adding another layer of fuzzy logic, but there are definite cases I can think of where another layer might help, like picking quick wins from a list and turning those into assignments.

When Using AI Leads to “Brain Fry” - Harvard Business Review

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I think of it like this: you're the teamlead. 1 AI tool = 1 team. You can manage 1, if you have basic skills, 2 if you are very experienced and maybe, if you're super skilled and tireless, 3. I haven't met anyone in my life that could manage 4 teams. At that point you need another layer.

So the art is in either letting your Agent fleet sitting idle, or having an orchestrating AI on top, so that you're back to only 1 simultaneous tool. I personally do this through algorithmic orchestration rather than adding another layer of fuzzy logic, but there are definite cases I can think of where another layer might help, like picking quick wins from a list and turning those into assignments.