Some bacteria evolve resistance to antibiotics via enzymes which break components of the antibiotic down (others just evolve completely different strategies to perform their biological functions, which render the antibiotics irrelevant). Trivial idea: subvert this by administering adjuvants which prevent these enzymes from working!