Yutong Cheng

Escaping Whack-a-Mole: Code Documentation Optimization via Dependency-Guided Bi-level Search

As large language models increasingly serve as autonomous coding agents, code documentation must be optimized for agent comprehension rather than human readability. We frame agent-oriented documentation generation as a black-box optimization problem over the documentation space, where quality is mea…