Of course, all of the software I write runs on Linux that's the beauty of standards, and of cross-platform code. I don't have to run your OS, and you don't have to run mine, and we can use the same applications anyway!
On the other hand, there would be some value in different folks getting together to share expertise and technology but to the listener, it wouldn't necessarily seem like a single station in the traditional sense.