So I have been toying with Plug for some time now trying to understand how sessions work and via reading the source code I had learned that it was necessary to add the plug

plug :configure_session, write: true

In order for the response cookie to be written to with the session id generated from Plug.Session.COOKIE.
However, this isn't mentioned anywhere in the documentation.