Filming location was in Jordan.
The title "Aces and Eights" references the poker hand Wild Bill Hickok was supposedly holding when he was killed. It is therefore referenced as the "dead man's hand".
Sonny's comparison of being one 'laser beam shark short of Dr. Evil's volcano' is a tribute to Austin Powers : The Spy Who Shagged Me.