I was getting this error when using latest autotest (gem versino 4.4.6) :
Autotest style autotest/rails doesn't seem to exist. Aborting
Seems like the latest version of AutoTest doesn't work by itself with rails tests anymore. To be able to run autotest, I had to gem install autotest-rails-pure.