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Kubernetes Isn't a Container Manager, It's a Reconciliation System

Subtitle A first-principles mental model for understanding Kubernetes controllers, desired state, actual state, and why this changes the way you deb…

kubernetescontainerskedaautomation
Dev.to Sep 24, 2026, 11:07 UTC
EN

I Stopped Paying for Idle GPUs - Scale-to-Zero AI Inference on OKE with KEDA

A single A10 GPU on OCI costs $1.52/hr. Running 24/7, that's $1,094/month. For a production inference service with steady traffic, that's fine. But…

aikedakubernetesoci
Dev.to Jun 17, 2026, 14:37 UTC
RU

[Перевод] GPU-автоскейлинг на Kubernetes с KEDA: создание внешнего скейлера

Если вы запускаете GPU-нагрузки (графические ускорители) на Kubernetes — vLLM, Triton, обучающие задачи или более новые стеки агентного инференса, —…

kuberneteskedagpuautoscalingexternal scalernvmlvllmtritonhelmgreenops
Habr Jun 11, 2026, 07:04 UTC

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