Next step:
Leave a pressure gauge connected to read system pressure after shutdown.
The initial drop after shutdown should be to about 40 psi. Thereafter the decline should be on the order of 1-2 psi per hour.
If the pressure drops to zero in a matter of minutes, look to the o-rings in the pressure regulator.