An agentic CUDA kernel optimizer that turns workload descriptions into GPU implementations through an automated cycle of code generation, correctness checks, benchmarking, and refinement. Powered by LangGraph, the agent explores kernel implementations and launch configurations, queries GPU properties, and can research NVIDIA documentation for optimization guidance and inspect Nsight Compute ...