Fresh data has us asking, does AI demand Kubernetes?

Fresh data has us asking, does AI demand Kubernetes?

From The New Stack Podcast by The New Stack

May 1, 2026 · 23 min · Episode 1617

About this episode

The episode discusses the role of Kubernetes in AI development and the importance of engineering fundamentals for AI success.

Kubernetes is rapidly emerging as the de facto operating system for AI, with two-thirds of organizations using it for generative AI inference and 82% adopting it in production. Its ecosystem — including tools like Kubeflow — enables organizations to build, scale, and retain control of AI systems through open, community-driven infrastructure. Bob Killen of CNCF and Liam Bollmann-Dodd of SlashData shared insights from recent reports showing that AI success still hinges on strong engineering fundamentals—especially internal developer platforms and overall developer experience.

People in this episode

Guests: Bob Killen, Liam Bollmann-Dodd

Topics covered

  • AI
  • Kubernetes
  • generative AI
  • developer experience
  • engineering fundamentals

Keywords

  • Kubernetes
  • AI
  • generative AI
  • Kubeflow
  • developer experience
  • engineering fundamentals

Mentioned in this episode

Organizations: CNCF, SlashData

Products: Kubernetes, Kubeflow

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