The digital world increasingly requires us to design "economic engines": computational abstractions that find optimal ways allocate resources. This talk traces the origins of "economic engineering" and delineates the directions in which economics has to evolve to become a design language, and conversely, how engineers can adopt economic concepts in their design work.