In this episode of the Kubernetes for Humans podcast, tech veteran Dave Aronchick shares his incredible journey from leading the Kubernetes and GKE projects at Google to co-founding Kubeflow and his current venture, Expanso.

Dave takes us back to the foundational days of Kubernetes, revealing how Google navigated the open-source landscape to establish it as an industry standard without relying on proprietary lock-ins. He then dives into his current mission of "shifting left," explaining why the massive explosion of data and physical network constraints necessitate running compute jobs directly at the edge—whether on remote solar panels or in active mines, to filter and process information before it ever moves.

In this episode, special guest Blake Sherwood joins the show to discuss his unique career trajectory from tourism and coal mining to leading massive-scale Kubernetes migrations. Blake shares insights from his experience managing petabytes of data in high-compliance environments, delving into the practical realities of integrating AI into enterprise workflows and observability systems. The conversation explores the shifting landscape of platform engineering, the importance of hiring for analytical aptitude over specific AI skills, and the potential risk of developers losing their fundamental coding "muscle memory" as AI tools become increasingly ubiquitous.

Looking ahead, Blake predicts that AI will act as a supercharger for platform engineering and DevOps, finally turning years of industry promises into tangible, value-driven business outcomes.

In this episode of "Kubernetes for Humans," Stefana Muller, VP of Infrastructure & Operations at Salesforce, shares her fascinating journey from technical support to navigating the massive scale of the Own Backup acquisition. Stefana dives into the immense multi-cloud Kubernetes challenges of scaling from 18,000 to over 52,000 clusters, standardizing environments across AWS and Azure, and leveling up security to meet stringent Salesforce standards.

She also unpacks the transformative role of AI in modern operations, revealing how tools like Claude Code and Slackbot are shifting her team from basic troubleshooting to full AI pair-programming and automated code documentation, while ultimately emphasizing that human accountability in DevOps and SRE is here to stay