As concerns over misinformation, political bots, and the impact of social media on public discourse manifest in Germany, this chapter explores the role of computational propaganda in and around German politics. The research sheds light on how algorithms, automation, and big data are leveraged to manipulate the German public, presenting real-time social media data and rich evidence from interviews with a wide range of German Internet experts—bot developers, policymakers, cyberwarfare specialists, victims of automated attacks, and social media moderators. In addition, the chapter examines how the ongoing public debate surrounding the threats of right-wing political currents and foreign election interference in the Federal Election 2017 has created sentiments of concern and fear. Imposed regulation, multi-stakeholder actionism, and sustained media attention remain unsubstantiated by empirical findings of computational propaganda. The chapter provides an in-depth analysis of social media discourse during the German parliamentary election 2016. Pioneering the methodological assessment of the magnitude of automation and junk news, the author finds limited evidence of computational propaganda in Germany. The author concludes that the impact of computational propaganda, nonetheless, is substantial in Germany, promoting a dispersed civic debate, political vigilance, and restrictive countermeasures that leave a deep imprint on the freedom and openness of the public discourse in Germany.