
AI-Powered Autoscaling with HPA and VPA Together
Simplifying Kubernetes, Part 2
·1361 words·7 mins
HPA is hard to get right, and most teams keep the vended defaults until something breaks. IKS AIR turns 30–40 YAML files into one spec, IPA drives HPA and VPA together from real traffic, and infrastructure commits dropped 77%.