This chapter explores the issue of temporality in undertaking ethnographic fieldwork, drawing on research that examined traffic control rooms, wherein software is used to automatically regulate traffic flow in a city. The study identifies two key aspects of temporality in this situation: (1) polyrhythmia at different scales produced by algorithms, technology, management, and urban life; and (2) the process of organizing multiple timelines to tune the ‘heartbeat’ of the city. As time represents a new object of concern for the ethnographic investigation of algorithmic management, I introduce the concept of halfway ethnography as a way to grasp the heartbeat of the fieldwork, focusing on its material organizing of dispersed and heterogeneous temporalities while tuning in with such temporalities.