Latest Blogs
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Learn how to serve large language models on multiple Kubernetes nodes using sig LWS and vLLM. This guide covers the challenges of multi-node inference, the architecture of LeaderWorkerSet, and practical tips for deployment, observability, and efficient model loading.
Explore the journey of migrating a high-traffic ad decision server from Cloud Run to GKE Autopilot. This post details the performance challenges with serverless, the benefits of a VM-based solution, and why GKE Autopilot became the ideal middle ground for scalability, cost-efficiency, and manageability.
Learn how to monitor an MVP Kubernetes-based developer platform using SLOs and SLIs. This post outlines a structured approach to defining measurable reliability targets for the control plane, data plane, networking, and load balancing to ensure platform stability and tenant satisfaction.