Our experience running an AI workload in Kubernetes – Part 1 <em>Lift & Shift Ray applications to K8s</em>
KUBERNETES, RayCluster, KubeRay, AI Workloads, ArgoCD, Argo Events, Argo Workflows Jakub Hlavacka KUBERNETES, RayCluster, KubeRay, AI Workloads, ArgoCD, Argo Events, Argo Workflows Jakub Hlavacka

Our experience running an AI workload in Kubernetes – Part 1 <em>Lift & Shift Ray applications to K8s</em>

In this post, we share our hands-on experience helping our client, Mixedbread, run their AI applications on Kubernetes using the KubeRay Operator. During the migration from a hyperscaler to a multi-cloud environment powered by claudie.io, we cut infrastructure costs by 70% while tackling challenges around RayCluster resilience, Ray Serve Deployments.

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