Most Python code breaks because it is too tightly coupled and lacks proper type safety. By refactoring Conway's Game of Life, we can see how replacing rigid classes with functional rules and implementing the Law of Demeter creates a professional, modular system. Learn how to use Python 3.12 type aliases and pytest fixtures to turn a brittle script into a maintainable library.