A browser playground to generate and run live Wokwi circuit simulations using any OpenAI-compatible LLM 🧠⚡️
LLM-guided CUDA kernel generation framework with correctness validation and roofline analysis
Useful classes and methods for researching code-generation by LLMs.
Reproducible benchmark of security-oracle construct validity on 140 real CVE fixes.
https://arxiv.org/abs/2505.02133 Enhancing LLM Code Generation: A Framework for Systematic Evaluation of Multi-Agent Collaboration and Runtime Debugging for Improved Accuracy, Reliability, and Latency. Published in IEEE Xplore as part of the 2025 IEEE 19th International Conference on AICT.
Evidence-governed harness engineering for agentic software development — mechanical gates over model consensus. Working paper + artifacts.
Benchmarking different Large Language Models on practical software development challenges
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