# Production Kubernetes with GitOps: Scaling with HPA and Karpenter Page: https://stenobird.com/podcast/the-business-compass-llc-podcasts-7078188/production-kubernetes-with-gitops-scaling-with-hpa-and-karpenter Text version: https://stenobird.com/podcast/the-business-compass-llc-podcasts-7078188/production-kubernetes-with-gitops-scaling-with-hpa-and-karpenter.md Podcast: [The Business Compass LLC Podcasts](https://stenobird.com/podcast/the-business-compass-llc-podcasts-7078188) Published: 2026-06-11T05:27:16+00:00 Episode link: https://podcast.businesscompassllc.com/e/production-kubernetes-with-gitops-scaling-with-hpa-and-karpenter/ Audio file: https://mcdn.podbean.com/mf/web/ipi76tcnzxzxj6qu/935b99d0-e372-41aa-a9b5-2ba029bb5809.mp3 Processing state: not_requested JSON: https://stenobird.com/v1/public/podcasts/the-business-compass-llc-podcasts-7078188/episodes/production-kubernetes-with-gitops-scaling-with-hpa-and-karpenter Duration seconds: 1151 ## Resource Managing Production Kubernetes GitOps environments requires smart scaling strategies that balance performance with cost efficiency. This podcast is designed for DevOps engineers, platform teams, and Kubernetes administrators who want to build robust, self-managing clusters that scale automatically based on real workload demands. ## Actions - request_transcript: `POST https://stenobird.com/v1/public/podcasts/the-business-compass-llc-podcasts-7078188/episodes/production-kubernetes-with-gitops-scaling-with-hpa-and-karpenter/transcription-requests` — Idempotently request low-priority transcript generation for this episode. - read_markdown: `GET https://stenobird.com/podcast/the-business-compass-llc-podcasts-7078188/production-kubernetes-with-gitops-scaling-with-hpa-and-karpenter.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.