The presentation discusses lessons learned from the Programmable City Project, focusing on open data and homelessness systems in Dublin, Ottawa, and Boston. Key findings highlight how data cultures shape open data practices and the political economy surrounding homelessness, while emphasizing the need for better integration of administrative data in smart city frameworks. The conclusion calls for a responsible understanding of socio-technological assemblages to effectively govern cities and balance various societal needs.