Show HN: A CUDA-Generating AI Agent
Summary
MakoGenerate is an AI agent that automatically converts PyTorch code into optimized CUDA kernels, iteratively improving performance and correcting errors based on feedback from compilation and validation. Users can customize the process with prompts, documentation, and specific optimization goals, making it a flexible tool for accelerating deep learning workflows. This approach has significant implications for automating and streamlining the development of high-performance AI models on GPU hardware.