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.

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

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

Benchmarking different Large Language Models on practical software development challenges