As I understand it, the problem is more fundamental than that.

Antibiotics were originally discovered accidentally, and a lot of subsequent antibiotics were discovered/created by investigating and extending the mechanisms of the original discoveries.

We're now running out of those implications to chase down. To get the "next breakthrough" in antibiotics will require another surprise discovery, or some other fundamental breakthrough in basic biological understanding.