There's nothing preventing the inputs required to keep the drones going - power generation, parts, repair, etc. - being automated exactly the same way as every other facet of our economy is being automated.
If we're to the point where that level of automation has been achieved, it will not be drones in the sky that are your biggest problem. I'm sticking in the forseeable future here, not near-Singularity future.
