DevOps Sauna from Eficode

Send us Fan Mail In this episode of the DevOps Sauna, Eficode CTO Marko Klemetti joins Pinja Kujala for a sneak peek at findings from Eficode’s AI maturity survey. The data reveals a striking shift: organizations are moving beyond AI-assisted software development toward autonomous AI, while gaps between AI leaders and laggards continue to widen. They explore where AI adoption is progressing fastest across software development, requirements management, testing, security, compliance, and operat...

Send us Fan Mail What happens when AI stops being a single assistant and starts operating as an entire organization? In this episode of the DevOps Sauna, Pinja Kujala is joined by Sebastian Sonntag from GPT Lab at Tampere University and Eficode’s Heikki Hämäläinen to explore the rise of AI agent swarms, multi-agent systems, and even “zero-human” organizations. They discuss how autonomous agents can organize and collaborate at scale, where humans still add value, and the challenges around orch...

Send us Fan Mail What if the journey from idea to production took five minutes? Eficode CTO Marko Klemetti joins Pinja Kujala to explore the “five-minute loop”: a new way of thinking about software delivery in the age of AI. They discuss why simply adding AI to existing processes isn’t enough, how automation can reshape the entire software development lifecycle, and why traditional handovers, security gates, and organizational structures could become the real bottlenecks. From AI-driven DevOp...

Send us Fan Mail How sovereign does your cloud actually need to be? In this episode of DevOps Sauna, Pinja Kujala and Kalle Sirkesalo unpack the different levels of digital sovereignty, from basic EU data residency and access control to operational independence, jurisdictional immunity, and fully air-gapped infrastructure. They explore how GDPR, NIS2, DORA, the EU AI Act, and other European regulations are changing cloud strategies, why greater sovereignty comes with significant costs and tr...

Send us Fan Mail Why do so many transformations fail? In this episode of the DevOps Sauna, Jess Fraser-Darling joins Pinja Kujala to explore the why, how, and what of successful organizational change. They discuss leadership, measurable outcomes, employee agency, incentives, and why AI, Agile, DevOps, and technology should be enablers of transformation, not the goal itself.