Vacuum tubes are critical to Tesla’s/Dollard work because only they can handle the incredibly high voltages required. Regular transistors would simply explode under the load.
Vacuum tubes alos require special power supplies. An excellent technical summary of which power supplies are best for vacuum tubes and why can be found here. Center tap transformers are also a piece of the puzzle.