> I started by moving all of my websites off of Google App Engine and onto a dedicated box that I had already owned. That was straightforward enough.

That surprises me, that it was straightforward, I haven't used GAE for some time, but when I did it was python but with a custom ORM etc. - you couldn't just use anything.