This repository implements a genetic algorithm on programs for the sage virtual machine, and also supersets of the virtual machine. Our program takes compiled code and optimizes it for the number of instructions: some programs shrank as much as 20% in size. It can also generate programs from scratch to fulfill a fitness function.