Christian Luis Effendy

On-Device GitHub Contributions Audit utilizing Recursive Language Models

Senior engineers must verify what developers built, but evidence is buried in commit histories, too voluminous to review manually. This code is often confidential, ruling out cloud services, yet local models cannot fit a repository in context. We present an on-device Recursive Language Model (RLM) for GitHub contributi...