If you're running Delta Lake at any meaningful scale, you've probably experienced this pattern. Queries that used to complete in seconds now take minutes. Your cloud storage bill shows mysterious costs that keep climbing. And when you finally dig into the file structure, you discover you're sitting on tens of thousands of tiny files causing chaos....