It is not true, of course, that only one virtualenv can be activated at once. Yes, only one can be active in a shell session right away, but your sites are not deployed through shell sessions. For example, each WSGI process will create its own environment: so all you have to do is ensure that each wsgi script activates the correct virtualenv, as it is (in the case of mod_wsgi at least) is well documented .