We describe hereby the current status of the engineering of molecular and cellular networks in bacteria and the computer-assisted steps and models already implemented. We discuss the near future prospects, the associated challenges, both on the experimental as well as the computational side, and steps needed to be taken to achieve the level of control we have in classical engineering, necessary for de novo designing complex biological systems like synthetic communities (Figure ).