Bacteria have now been harnessed to combat human diseases, especially to meet the challenge of antimicrobial resistance. Modulating the microbiome, particularly by genetically engineering the bacteria, has provided proof-of-concept as potential pharmacotherapy, but those involved in this field should engage in discussion as how to move forward.