Also, as always, read the manufacturer's operating instructions. Most will tell you to disengage autopilot in significant turbulence. As you are probably aware, when it gets really rough, you're holding attitude vice altitude, which is not a mode most autopilots operate in.
If it's rough enough to slow to penetration speed, I punch off George and fly it myself.