A central challenge in the field of metabolic engineering is the efficient identification of a metabolic pathway genotype that maximizes specific productivity over a robust range of process conditions. A new review covers the challenges of optimizing specific productivity of metabolic pathways in cells and new advances in pathway creation and screening.