Gouda is a new tool that allows developers to write CUDA programs that can run anywhere, eliminating the compatibility issues usually faced when working with CUDA on NVIDIA GPUs versus OpenCL on other systems. The post discusses how Gouda works, including a comparison of coding requirements between CUDA and OpenCL, and provides guidance on getting started with this new tool.