What Happens When an AI Agent Gets Kernel-Level GPU Traces

TL;DR A GPU trace of a PyTorch DataLoader bottleneck (114x slower than direct indexing) was loaded into an MCP server and handed to Claude for investigation. The AI identified the root cause in under