We've been using Dokku for a month or so for deploys on a project and aside from a few initial minor bumps it's made the deploying as simple as Heroku for me and taken a ton of the pain out of devops.
Deis/Dokku are great tools for developers looking to abstract away a lot of the pain of getting an app into production.