This section has a few guides written out that are specifically for third generation (TMU) devices. Some of the knowledge may be transferrable to second generation devices.
This is a picture of the location of the 5V FORCE pins. You can put a jumper on these pins to prevent the AutoPi from going to hibernation. More info here.