Pod Sizing on Todd's Builder Bloghttps://todd.ekenstam.dev/tags/pod-sizing/Recent content in Pod Sizing on Todd's Builder BlogHugo -- gohugo.ioen© 2026 Todd Ekenstam. Opinions expressed here are my own and not those of my employer.Thu, 20 Aug 2026 00:00:00 +0000AI-Powered Autoscaling: How the Platform Sizes a Service<br><small>Simplifying Kubernetes, Part 2</small>https://todd.ekenstam.dev/posts/202608-simplifying-kubernetes-part-2/Thu, 20 Aug 2026 00:00:00 +0000https://todd.ekenstam.dev/posts/202608-simplifying-kubernetes-part-2/<p>Load tests can be automated. Completing the analysis and reflecting the findings into HPA and CPU/memory requests is the part that usually happens once at launch and then rarely again. IKS AIR fixes that with AIR Managed Autoscaling: it sizes each service continuously from real traffic instead of a guess.</p>