You're welcome, I appreciate the engagement!

Your intuitions are right, faster switching between agent calls, and tighter packing of agents in the same amount of compute space.

There's a second thing besides just efficiency that I provide here however. At a developer-user level, it automagically provides JVM developers (not just java) a frictionless way to add AI into their stack with a single dependency.

It makes using AI in java as easy as it is in python.

I'm providing the [what I've found to be missing] layer for AI in java in the most efficient way I could.

I'm not sure if by user you meant developer (user of this code) or user as in end-user. Let me know if I still haven't answered your question fully yet!