Microbes develop resistance to food preservation methods through genetic mutations and the acquisition of resistance genes via horizontal gene transfer. These adaptations can result in enhanced mechanisms to repair damage, increased production of protective biofilms or enzymes, or altered cell structures that mitigate the effects of preservation techniques like heat, acid, or antimicrobial agents.