They are designed to be held down on the launch pad operating at full power for up to 20 seconds (looking for source) before being released so that they can verify all systems are operating correctly before it is in the air.
No, SpaceX themselves have done it several times, and I'm about 90% sure there's prior precedent as well. It's a theoretical capability of any liquid-fueled rocket, assuming an adequate hold-down system.