Autodoc indexes codebases through depth-first traversal and calls LLMs such as GPT-4 or Alpaca to write documentation for each file and folder. The generated documents describe system components and their relationships, output as markdown that lives alongside the code. It ships as a CLI tool installable in a repository and includes a doc command for developers to query the codebase.