I'm no expert, but I believe it's indeed what they're already doing: https://en.wikipedia.org/wiki/Genetically_modified_bacteria#...

But if I could make a guess I'd say that it in theory it might be relatively straightforward or easy to do but it's probably a lot harder in practice. That's often the case anyways.