Drug efficacy measured using pure cultures is not maintained in the presence of neighbouring microbes. Using simple physical laws, I pinpoint the mechanism for this change to demonstrate that drug efficacy can be predictably manupulated, and suggest why microbes began to co-operate and form communities.