Had to change the mount line from the Readme from
mount Translator::Engine, :to => '/admin'
to the syntax that is shown in the comments of actionpack/lib/action_dispatch/routing/mapper.rb#L396
mount Translator::Engine => '/admin'
to make it work with rails 3.2.8. Otherwise the error "A rack application must be specified" was thrown.