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AI-Powered Autoscaling: How the Platform Sizes a Service

calendar_today October 15, 2026 person Nichole Wiza domain apla-inc

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.

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