Capistrano deployment with common user

I'm trying to setup Capistrano to do our deployments, but I now stumbled upon what seems to be a common assumption of capistrano users: that the user you SSH to the remote host will have permission to write to the directory of deployment. Here, administrators are common users with a single distinction: they can sudo. At first, I thought that would be enough, since there are some configurations