when i worked at a boat yard doing resprays we were told never to leave copressor full overnight as moisture would build up inside and can rot the tank or get the moisture coming through the spray guns.
Well I leave mine permanently on but I do use it a fair bit. I do shut off the tank outlet valve so as not to leave the flexible hose pressurised.
I drain it when I remember to, probably about once a year.