llm-generated-code

Code for "Detection of LLM-Generated Java Code Using Discretized Nested Bigrams" (arXiv:2502.15740). Achieves state-of-the-art performance in distinguishing human vs. LLM-written Java.

Benchmarking and comparing Large Language Models through real-world coding challenges, practical experiments, and performance evaluations.

Local code review VS Code extension. Save inline comments as JSON in your workspace and export markdown for LLM agents.

Portable JAR runner - zero-install Java execution with automatic runtime download and caching