Can LLMs Understand the Linux Kernel? An LLM-Powered Approach to Understanding Large Codebases

Abstract

Feel lost in massive codebases like the kernel? RAG and fine-tuning fall short on some questions. Since development is a social event, what if we could survey every developer about each commit? With Code-Survey, we treat AI as survey participants, turning unstructured data into actionable insights.