Yeah, the parent seems to think that GOPATH has something to do with pulling from GitHub and that modules implies some central repository which isn't the case at all. If you use modules, you're also pulling from GitHub directly in most cases, although nowadays there is a public caching proxy in the middle IIRC. And in both cases you could/can use private repositories.