"<thing> doesn't scale" is one of the dumbest things you can say to any new idea. Everything scales. If there are users using it, humans will find ways to scale it.

Scaling issues are always the best problems to have.

Now, if no one uses your thing though.. then it really won't scale. But not because it can't.