November 5, 2025 in Blog KernelFalcon: Autonomous GPU Kernel Generation via Deep Agents Summary We introduce KernelFalcon, a deep agent architecture for generating GPU kernels that combines hierarchical task decomposition and delegation, a deterministic control plane with early-win parallel search, grounded tool use,…

