# Modern Kubernetes Scaling Architectures: KEDA vs Native HPA Page: https://stenobird.com/podcast/the-business-compass-llc-podcasts-7078188/modern-kubernetes-scaling-architectures-keda-vs-native-hpa Text version: https://stenobird.com/podcast/the-business-compass-llc-podcasts-7078188/modern-kubernetes-scaling-architectures-keda-vs-native-hpa.md Podcast: [The Business Compass LLC Podcasts](https://stenobird.com/podcast/the-business-compass-llc-podcasts-7078188) Published: 2026-06-23T04:59:11+00:00 Episode link: https://podcast.businesscompassllc.com/e/modern-kubernetes-scaling-architectures-keda-vs-native-hpa/ Audio file: https://mcdn.podbean.com/mf/web/35ixugq6dx62errb/df39923a-ef5d-4161-bad6-520b4e28537c.mp3 Processing state: not_requested JSON: https://stenobird.com/v1/public/podcasts/the-business-compass-llc-podcasts-7078188/episodes/modern-kubernetes-scaling-architectures-keda-vs-native-hpa Duration seconds: 1145 ## Resource Scaling Kubernetes workloads sounds simple until your traffic spikes at 2 AM and your pods can’t keep up. If you’re a platform engineer, DevOps practitioner, or backend developer trying to build reliable, cost-efficient systems, picking the right Kubernetes scaling strategy matters more than most people realize. ## Actions - request_transcript: `POST https://stenobird.com/v1/public/podcasts/the-business-compass-llc-podcasts-7078188/episodes/modern-kubernetes-scaling-architectures-keda-vs-native-hpa/transcription-requests` — Idempotently request low-priority transcript generation for this episode. - read_markdown: `GET https://stenobird.com/podcast/the-business-compass-llc-podcasts-7078188/modern-kubernetes-scaling-architectures-keda-vs-native-hpa.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.