Sure, and there I agree. Really, you don’t even have to go as far as Monix/ZIO for that: many such use cases are fine with plain old Futures, used sensibly. I usually steer folks away from Akka for single-node problems, because of the presence of lighter-weight and easier-to-reason-about solutions.