# Rebooting Enterprise AI with MCP and Kubernetes Page: https://stenobird.com/podcast/practical-ai/rebooting-enterprise-ai-with-mcp-and-kubernetes Text version: https://stenobird.com/podcast/practical-ai/rebooting-enterprise-ai-with-mcp-and-kubernetes.md Podcast: [Practical AI](https://stenobird.com/podcast/practical-ai) Published: 2026-05-28T09:00:00+00:00 Episode link: https://share.transistor.fm/s/d76e02d5 Audio file: https://pscrb.fm/rss/p/dts.podtrac.com/redirect.mp3/media.transistor.fm/d76e02d5/e934139b.mp3 Processing state: not_requested JSON: https://stenobird.com/v1/public/podcasts/practical-ai/episodes/rebooting-enterprise-ai-with-mcp-and-kubernetes Duration seconds: 2889 ## Resource What happens when AI agents start acting less like chatbots and more like coworkers? In this episode, Dan and Chris sit down with Craig McLuckie, CEO of Stacklok to explore MCP, Kubernetes, ToolHive, enterprise AI, and the emerging infrastructure powering AI-native applications. From identity management to agent orchestration and system architecture, this conversation dives into how organizations may soon manage entire fleets of AI agents working behind the scenes. Featuring: Craig McLuckie – LinkedIn Chris Benson – Website , LinkedIn , Bluesky , GitHub , X Daniel Whitenack – Website , GitHub , X Links: Stacklok Toolhive Sponsors: Prediction Guard: A self-hosted AI control plane for running agents in high impact environments. predictionguard.com/practicalai Upcoming Events: Register for upcoming webinars here ! Midwest AI Summit 2026 ## Actions - request_transcript: `POST https://stenobird.com/v1/public/podcasts/practical-ai/episodes/rebooting-enterprise-ai-with-mcp-and-kubernetes/transcription-requests` — Idempotently request low-priority transcript generation for this episode. - read_markdown: `GET https://stenobird.com/podcast/practical-ai/rebooting-enterprise-ai-with-mcp-and-kubernetes.md` — Read the agent-friendly Markdown representation of this episode resource. A page view does not enqueue transcription. Agents should invoke `request_transcript` explicitly when they need this episode processed. ## Transcript Full transcripts are not published on public pages unless there is a clear rights basis.