Sounds like you might need to do a fresh pi install if the /etc/init.d/ folder isn't found.
FWIW I have used both SBE and CBP, and the fact that CBP is being actively supported, I have chosen to stick with it. SBE is great dont get me wrong - but I use Celsius and metric measurements and SBE...