The inner world of an espresso puck has long been an enigma, yet it dictates the very essence of your brew. Recent applications of CT scanning expose surprising density variations and persistent clumps within these compressed coffee grounds, even after meticulous preparation. We now observe how modern espresso machines' pressure release can create misleading cracks in spent pucks, obscuring true channeling. This raises intriguing questions about how we define and achieve uniform extraction.