In this article, I draw from organizational imprinting theory to illuminate the impact of the Soviet legacy on contemporary Russian economic geography and regional policy. I argue that central coordination in the creation and regulation of Russian urban agglomerations is connected to a socialist imprinted paradigm associated with the Soviet economic regionalization model and territorial-production complexes (TPCs). I conduct a qualitative historical study to analyze the role of the foundational environment and the dynamics in the development of this imprint. I propose that this imprint effect is prone to reproduction in contemporary regional development strategies and community-based paradigms due to exaptation and cultural-cognitive persistence. The article extends the literature of socialist imprinting by demonstrating how imprints may emerge, transform, and affect localized organizational communities in transition economies and highlights the role of imprinted paradigms in policymaking and regional development.