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.

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.

header-only, freestanding C++23 port of the libopus 1.6.1 decoder for one stream type: Fullband CELT only stereo 48 kHz. Bit-exact with libopus, no heap, no libm, SIMD via simd<T,N>. Done with Claude code