I haven't worked with Kubernetes but I have worked a lot with Docker. Building your containers is difficult, using existing containers has a bunch of gotchas and getting your containers up and running anywhere resembling a production environment is a giant hassle.

I think containers is the future but we need idiot-proof GUI systems that Heroku and similar services provide to wire up our applications, and we need a good way to handle persistence, which many modern tools ignore.