After changing Debug=True to False the app started to crash on localhost. And there's no way to find out what causes the error, because there's no error text being shown anywhere: neither in the browser, no in the terminal. That's it.
In setting.py I do have ALLOWED_HOSTS = ['*'], by the way.
Django 1.8, python 2.7.