Here’s a quick way to automatically regenerate your Sphinx docs as you make changes to the source. There’s probably a million ways to do this; here’s mine:
$ pip install watchdog
$ watchmedo shell-command \
--patterns="*.txt" \
--ignore-pattern='_build/*' \
--recursive \
--command='make html'