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Algorithms are being increasingly used to organize work, but we lack detailed accounts of how workers experience algorithmic management. Using ethnographic data from three months of working for an on-demand grocery service called Instacart, I show how gig economy workers smooth over algorithmic inefficiencies with their bodies. Further, I argue that Instacart elicits effort from its workers by refracting its labor process through a game-like mobile application that shares digital space with other, more personal and mundane processes like email and text messaging.