As for what to move to... That's definitely an open question. Docker for Windows is definitely one of the best developer experiences I've had on Windows because they put actual engineering work into it. All the same, I still found it buggier and less supported than Docker for Mac. At least on Windows, I wish we could combine the cool LXSS work with a development-only Docker implementation.
Ultimately, Docker should not be synonymous with containers anyway. Future versions of Kubernetes will not use Docker and instead run their own containers on top of libcontainer by default, as I understand it. I also feel rkt has a much nicer design than Docker, doing away with the daemon aspect of it. Hoping to see more development in the future.