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Kubernetes v1.35 introduced the Workload API and native gang scheduling. Four months later v1.36 replaced the API version entirely. Here is the current shape, the migration, and the GPU maths that justifies it.
Manu Shukla 
In-place pod resize graduated to stable in Kubernetes v1.35, and pod-level resize reached beta in v1.36. What changed, what still forces a restart, and how to wire it to the Vertical Pod Autoscaler.
Manu Shukla 
Kubernetes image volumes reached stable in v1.36 after starting as alpha in v1.31. You can mount model weights straight from an OCI registry, read-only, with no rebuild of your model-server image.
Manu Shukla 
Kubernetes is the default home for AI, yet GPUs often run at 5% utilization, wasting over $100,000 a year. How a managed platform fixes GPU scheduling and cost for Indian enterprises running AI.
Manu Shukla 