XTraw AI: Machine Learning and AI Applications #172 The Kubernetes moment for AI Agents
What happens when AI agents start interacting directly with enterprise systems?
In this episode of XTraw AI, Raghu Banda speaks with Craig McLuckie, co creator of Kubernetes and Founder and CEO of Stacklok, about the emerging infrastructure required to safely deploy AI agents in real engineering and enterprise environments.
As AI moves beyond experimentation into production workflows, the focus shifts from simply building smarter models to designing secure, governed, and context aware systems that can safely interact with critical business platforms.
Key highlights from the episode
• Why AI agents may become the next foundational infrastructure layer for enterprises
• How security guardrails and context engineering are essential for connecting AI to sensitive systems
• Lessons from Kubernetes and the cloud native movement that can guide the future of secure AI development
You can reach @ Craig McLuckie
My LinkedIn @ Raghu BandaOur Website @ XTraw AI