If you are on a Mac, I have been using OrbStack[1] and it has been fantastic. I spin up few containers there, but my biggest use is just spinning up Alpine linux and then running most of my Docker containers in there.
I use OrbStack too and think it's great software, both for running containers and stuff like having a quick Alpine environment. However, I don't see the point of running Docker within Alpine. Wouldn't that defeat the optimizations they have done? What benefits do you get?