Have you tried doing a really simple sample app? It may take some coercing to get an existing Heroku app to run (there's some differences between Heroku's buildpacks and Dokku, like in the PHP buildpack). I did write a blog post on the topic of DO-with-Dokku specifically not too long ago, which goes over deploying a "hello world" Node app: http://www.andrewmunsell.com/blog/dokku-tutorial-digital-oce...
Of note for anyone reading: 1. Since the buildpacks are based on Heroku, if you're having trouble try seeing what it'd take to get your app deployed there. For example with Rails 3.2, if you pre-compile your assets on the production server while deploying an app it will try to instantiate your app and test a database connection; however, Dokku doesn't provide the database configuration until after this step of the deployment so your deploy will fail. This is fixed by either pre-compiling locally or changing a setting in application.rb. In Rails 4 I believe you just have to precompile your assets and check them along with the manifest into your repo. (Ref: https://github.com/progrium/dokku/issues/165, https://github.com/progrium/dokku/issues/202)
2. It's probably easier to just set up a separate database rather than relying on one of the project's plugins. Right now they're just a little too obfuscated and hard to troubleshoot (the dokku-postgresql plugin I used would lose its persistent volume on server reboot).
Now that releases are being tagged (0.2.0, for instance), using it in a semi-stable manner should be easier :).
I agree. It defeats the purpose of services like Heroku where users want a place to upload code and have it just work.
You also make a good point on maturity. It took many engineers years to make Heroku a mature product and keep it humming.
I do think this stuff is cool though. There's definitely a place for this sort of thing but I don't know if it should be marketed as PaaS. As soon as something becomes DIY, I would stop considering it SaaS or PaaS.
Full disclosure: I'm an Engineer at Salesforce which owns Heroku
That being said, I agree 100% for pretty much every other use case.
I am a long-time non-web developer who has been doing a Rails side-project for the past year or so. I was using Heroku for free hosting, which was a breeze when I came across the first of these "$5 Heroku" posts (I have seen at least 5 or 6 prior to this one). Since then I've followed at least 5 different tutorials from start to finish trying to get Dokku up on DigitalOcean. So far, no successes.
Now, this is largely my fault (I'm a beginner in this realm), but I also think the technology is not as mature as a "mini-Heroku" would suggest. Part of the big ease of Heroku is, that you don't have to create Heroku before you use it.