Hugging Face released a skill for code agents (Claude, Codex) that teaches them to write production CUDA kernels, with speedups up to 2.47x demonstrated in benchmarks. What is a CUDA Kernel? Before diving into the release, it’s worth understanding the context: CUDA kernels are functions that run on NVIDIA GPUs. They …