ASAbhishek Shahinnodeneural.hashnode.dev·5h ago · 7 min readThe Sovereign AI Playbook: A Four-Part Series for CROs, CIOs, and CTOs (Answering the “How”)If Part 1 established the “Why” and Part 2 established the “Where”, this part answers the only question that crosses the CTOs desk: how do you build an AI infrastructure that satisfies twenty regulato00
PKPrashantkumar Khatriinrootcause.hashnode.dev·1d ago · 8 min readAnatomy of a score.yaml: How Resolution Actually WorksScore is marking two years in the CNCF Sandbox this July, though the project itself predates that. Most of what I've read about it walks through a score.yaml, runs a command, and shows an app running 00
MMikuzinmikuz.hashnode.dev·22h ago · 4 min readWhy Kubernetes Is Changing the Future of Private Cloud InfrastructureFor years, organizations treated virtual machines and containers as two separate worlds. Virtual machines powered enterprise applications, databases, and legacy workloads, while containers became the 00
APabhishek pareekinabhishek-pareek.hashnode.dev·1d ago · 6 min readSurviving A Complete ETCD Outage, Part 1: Snapshots, And Getting Them Back When the Cluster Is GoneETCD is the single source of truth for a Kubernetes cluster. Every Node, Pod, Secret, ConfigMap, CRD, and RBAC rule lives there. Lose etcd on all control plane nodes and you have lost the cluster - th00
APabhishek pareekinabhishek-pareek.hashnode.dev·1d ago · 10 min readSurviving A Complete ETCD Outage, Part 2: RestorationIn Part 1 we got a verified ETCD snapshot back onto an Ansible control host, even with the cluster fully down. I've come across many a blog posts describing ETCD restoration process on a single node, 00
ABAniket Bhosaleinaniketbhosale.hashnode.dev·1d ago · 6 min readStop Learning Randomly! Follow This DevOps Roadmap 2026 DevOps looks overwhelming because the ecosystem is crowded with tools—but hiring expectations are not. In 2026, companies don't expect you to know everything. They expect clarity: strong fundamentals,00
ABAniket Bhosaleinaniketbhosale.hashnode.dev·1d ago · 6 min readI Replaced Our On-Call SRE with an LLM Agent for 30 DaysWe ran a 30-day experiment to see if an LLM agent could handle our on-call SRE responsibilities. The short answer? It's not ready to fly solo. But it is absolutely ready to make your life a lot easier00
Vvenkatabhargav229inbhargav19.hashnode.dev·2d ago · 8 min readFrom Docker to Kubernetes: My Journey Deploying 2-Tier and 3-Tier Applications on kind and Amazon EKSI thought deploying Docker containers to Kubernetes would be straightforward. After all, my applications were already running perfectly with Docker. I assumed Kubernetes would simply orchestrate the c10
SHSanskriti Harmukhinvultr.hashnode.dev·2d ago · 3 min readDeploying cert-manager and Managing SSL Certificates in Kubernetescert-manager is the standard Kubernetes add-on for automated TLS certificate issuance and renewal. It integrates with ACME-based authorities such as Let's Encrypt and exposes Certificates, Issuers, an00
SHSanskriti Harmukhinvultr.hashnode.dev·2d ago · 6 min readDeploying Kubeflow as an AWS SageMaker AlternativeKubeflow is the open-source MLOps platform for Kubernetes — a self-hosted alternative to AWS SageMaker that bundles JupyterLab notebooks, KFP pipelines, the Trainer v2 API for distributed training, KS00
