
Forge Agent
#1 GPU AI Code Editor
Forge Agent automatically optimizes GPU kernels for PyTorch and HuggingFace models, converting them into high‑performance CUDA or Triton kernels. It runs multiple AI agents in parallel to explore strategies such as tensor‑core usage, memory coalescing, and kernel fusion, then validates correctness before benchmarking. The result is significantly faster inference, often several times quicker than torch.compile, without manual tuning.