A useful multi-agent design has one lead agent coordinating parallelizable subtasks that share a common context.

“This is pretty good in a sense of like, basically, generally, you wanna have one lead, and you wanna like split up like a bunch of different stuff.”

“And as long as you can have a task that you think could be generally parallelizable, and they share uniform context across it, I think you will get a lot of gains.”

“Now, of course, it depends on the problem that you're pushing at, but like increasingly, this is a very superior way for us to handle a lot of these things, and especially if every sub-agent is, or whatever you wanna call these, like sub-leads, they are asynchronous, um, and they're not blocking of each other.”