Maccarone lets developers mark sections of Python code with special placeholder comments, then uses an AI backend to generate and fill in the actual implementation. When code changes, the AI updates its delegated sections to remain consistent. It ships with both a Python library for programmatic use and a VS Code extension for interactive editing.