Really depends on the tool. A risk assessment is needed. Gripper that moves an inch? Sure keep air on. Air actuated water jet cutter? Probably not a good idea to keep air on.
Typically you dump air on estop, but keep it on for fence open.
If you want to be extra safe, tie some contacts to the robot's deadman and bring in actuator power only when the deadman is held in the center position.