Akosombo Township, designed by the Greek urbanist Constantinos Doxiadis, is the model city at the foot of the hydroelectric Akosombo Dam, Ghana's largest development project. The article explores different visions of high modernist planning for Akosombo and juxtaposes it with the desires for and imaginations of modernity among its residents. Officials of the Volta River Authority, the agency in charge of the township, promoted specific ideas about housing, husbandry, and hygiene, while residents engaged with and resisted this kind of social engineering. These tensions came to the fore, when the squatters of Combine struggled to remain in the township. In conversation with residents, VRA officials produced a form of ‘high modernist local knowledge’.