Code is easier to understand when you can watch it work. Here we build algorithms, AI systems and graphics experiments, then change one rule at a time to see what happens. Paths compete. Networks learn. Images lose information. Worlds generate themselves. The code is real, the comparisons are measured, and failed ideas stay in when they teach something. New visual experiments in programming, algorithms, AI, graphics and game systems.