What kind of memory management do you need that Go doesn't provide?
It's not too hard to write Go to minimize allocations (and most short lived allocations end up on the stack anyways unlike other languages [1]). If you really need a lot of allocations you can always use https://golang.org/pkg/sync/#Pool to avoid GC overhead.