Another Linux user here, I use Wine to manage my ADE install on Linux. If you aren't very familiar with Wine usage, you can always use a helper program like Lutris to
install ADE.
On another note, while Windows "just works" for some, Mac does for others, and Linux does for me. I would flounder if I had to use Windows for work (or anything, but that's just me).