Also, you have to copy the assets (templates and such) and if you're deploying a new version of a web app, you don't just overwrite the binary. My script makes sure that if something goes wrong (i.e. a new version doesn't work or has a bug), it's easy for me to revert to previous version.
That being said, none of that implies that Go makes deployment harder (or easier, for that matter) than deploying code in other languages would be. It's pain in the ass but nothing that I couldn't solve in a day with a script written with Fabric.