vLLM Production Stack on Nebius K8s with Terraform๐Ÿง‘๐Ÿผโ€๐Ÿš€

Intro The vLLM Production Stack is designed to work across any cloud provider with Kubernetes. After covering AWS EKS, Azure AKS, and Google Cloud GKE implementations, today we’re deploying vLLM production-stack on Nebius Managed Kubernetes (MK8s) with the same Terraform approach. Nebius AI Cloud is purpose-built for AI/ML workloads, offering cutting-edge GPU options from NVIDIA …

vLLM Production Stack on GCP GKE with Terraform๐Ÿง‘๐Ÿผโ€๐Ÿš€

Intro Welcome back to the terraform vLLM Production Stack series! After covering AWS EKS and Azure AKS, today we’re deploying vLLM production-stack on Google Cloud GKE with the same Terraform approach. This guide shows you how to deploy a production-ready LLM serving environment on Google Cloud, with GCP-specific optimizations including Dataplane V2 (Cilium eBPF), VPC-native …

vLLM Production Stack on Azure AKS with Terraform๐Ÿง‘๐Ÿผโ€๐Ÿš€

Intro The vLLM Production Stack is designed to work across any cloud provider with Kubernetes. After covering AWS EKS, today we’re deploying vLLM production-stack on Azure AKS with the same Terraform approach. This guide shows you how to deploy the same production-ready LLM serving environment on Azure, with azure-specific optimizations. We’ll cover network architecture, certificate …

vLLM Production Stack on Amazon EKS with Terraform๐Ÿง‘๐Ÿผโ€๐Ÿš€

Intro Deploying vLLM manually is fine for a lab, but running it in production means dealing with Kubernetes, autoscaling, GPU orchestration, and observability. Thatโ€™s where the vLLM Production Stack comes in – a Terraform-based blueprint that delivers production-ready LLM serving with enterprise-grade foundations. In this post, we’ll deploy it on Amazon EKS, covering everything from …

How to pass the GitHub Actions certification (cheat-sheet)

Intro The GitHub Actions Certification is a go-to credential for developers and DevOps engineers looking to validate their CI/CD skills with GitHub. Launched in 2024, the GitHub Certification program was a welcome moveโ€”especially after they slashed their prices from $200 to $99. This exam focuses on practical knowledgeโ€”building, consuming, and securing workflows at scale. In …