Amid the Covid-19 pandemic, the food and grocery delivery sector became a multibillion-dollar industry, making riders with squared backpacks visible in our urban landscapes. We explore the role of quick delivery platforms in spatial production—and especially the strategies platforms employed and the tactics of platform workers in relation to this production. By adopting a Lefebvrian perspective, we introduce the concepts of ‘strategies of spatial abstraction’ and ‘spatial tactics of resistance’. We argue that strategies of platforms such as territorialization and digital Taylorism homogenize spatial relations, while platform workers use tactics to resist and to negotiate their everyday lives mediated by platforms. We draw on vignettes from Barcelona and Berlin to illustrate the spatial implications of these strategies and tactics. Territorialization anchors platforms to urban locations through physical infrastructure, while digital Taylorism utilizes algorithms to standardize spatial practices. These strategies contain contradictions: territorialization reduces worker atomization, while digital Taylorism catalyzes worker resistance tactics, especially logistical resistance around the platforms’ dark stores and warehouses. This article contributes to the growing body of literature on platform urbanism, revealing the complex and often contradictory nature of platform-mediated production of urban space.