[{"data":1,"prerenderedAt":545},["ShallowReactive",2],{"blog-index-en":3},[4,15,23,32,40,49,57,65,74,82,89,99,108,118,128,135,144,152,160,168,176,183,190,198,207,215,223,232,238,246,254,261,272,283,291,301,311,321,332,341,351,359,368,375,382,389,399,406,418,426,434,443,455,465,473,482,489,499,511,520,529,538],{"path":5,"title":6,"description":7,"date":8,"tags":9},"\u002Fblog\u002Fen\u002Fkubernetes-certificate-management-cert-manager-process-debt","The Cert Renewal Took One Line of Code and Two Months of Meetings: Why Kubernetes Certificate Management Is a Process Problem, Not a Technical One","Kubernetes certificate management is technically a matter of days. What actually takes time is the organizational process of getting sign-off. Here's how cert-manager automates the technical side, and how to design away the operational debt that remains.","2026-08-09",[10,11,12,13,14],"k3s","kubernetes","cert-manager","tls","security",{"path":16,"title":17,"description":18,"date":19,"tags":20},"\u002Fblog\u002Fen\u002Fai-agent-sandbox-kata-containers-kubernetes","AI Agent Code Isn't a \"Trusted Product\" Anymore. Kubernetes Sandbox Design Has an Answer","Code generated and executed by AI agents can no longer be treated as a trusted, reviewed product. This article explains the limits of container isolation and why Kata Containers' microVM isolation is becoming essential when designing AI agent sandboxes on Kubernetes.","2026-08-08",[10,11,21,22,14],"kata-containers","ai-agent",{"path":24,"title":25,"description":26,"date":27,"tags":28},"\u002Fblog\u002Fen\u002Fkubevirt-calico-live-migration-networking","Moving a VM Doesn't Have to Break the Connection: Inside KubeVirt and Calico's Live Migration Magic","Why doesn't live migrating a VM (KubeVirt) between Kubernetes nodes break the connection? We break down Calico's IP persistence and BGP route convergence, and what it means for teams moving off VMware.","2026-08-07",[10,11,29,30,31],"kubevirt","networking","managed-kubernetes",{"path":33,"title":34,"description":35,"date":36,"tags":37},"\u002Fblog\u002Fen\u002Fkubernetes-image-signing-sigstore-supply-chain","Anyone Can Rewrite an Image Tag. Why Kubernetes Needs Sigstore-Backed Signing to Prove Provenance","Container image signing explained: tags can be overwritten by anyone, and passing CI tests doesn't guarantee the image running in production is the one you built. Learn how Sigstore and Kyverno work together to reject unsigned images on Kubernetes\u002FK3s, integrated into a GitOps workflow.","2026-08-06",[10,11,38,39,14],"ci-cd","gitops",{"path":41,"title":42,"description":43,"date":44,"tags":45},"\u002Fblog\u002Fen\u002Fkubernetes-high-availability-broadcast-seamless-switching","Broadcasters Send the Same Video Twice and Just Keep Whichever Arrives First — It Turns Out That's Exactly How Kubernetes Achieves High Availability","World Cup broadcasts duplicate every camera feed across two independent paths and simply discard whichever packet arrives second. That seemingly wasteful design shares the same philosophy as Kubernetes high availability and multi-AZ architecture.","2026-08-05",[10,11,46,47,48],"high-availability","multi-az","sre",{"path":50,"title":51,"description":52,"date":53,"tags":54},"\u002Fblog\u002Fen\u002Fai-generated-kubernetes-manifest-resource-overprovisioning","Kubernetes Resource Design Can't Be Left to AI: Why 'Working' YAML Is Wasting 69% of Your Cloud Bill","AI-generated Kubernetes manifests pass kubectl apply and 'work' — but getting Kubernetes resource design wrong drives massive overprovisioning. Here's why AI struggles with production-grade requests\u002Flimits and what to check before you ship.","2026-08-04",[10,11,55,56,31],"resource-management","capacity-planning",{"path":58,"title":59,"description":60,"date":61,"tags":62},"\u002Fblog\u002Fen\u002Fk3s-edge-fleet-declarative-management","One Device's Troubleshooting Is a Funny Story. A Thousand Devices Is a Business Risk: How Rancher Fleet Rescues K3s Edge Operations from Tribal Knowledge","Fleet management for K3s edge operations breaks down once you're troubleshooting devices one at a time by hand. Here's how declarative management and Rancher Fleet let you design edge operations that don't depend on any single person.","2026-08-03",[10,11,63,39,64],"edge-computing","fleet-management",{"path":66,"title":67,"description":68,"date":69,"tags":70},"\u002Fblog\u002Fen\u002Fkubernetes-microservices-chatty-calls-latency","One Order, Five Hidden Service Calls: The Real Cause of Latency in Kubernetes Microservices' \"Chatty Calls\"","A single checkout request was quietly triggering five separate service calls behind the scenes. The culprit isn't bad code — it's the \"chatty call\" architecture that Kubernetes microservices tend to fall into. This article explains the distributed N+1 problem and how to fix it.","2026-08-02",[11,10,71,72,73,31],"microservices","service-mesh","latency",{"path":75,"title":76,"description":77,"date":78,"tags":79},"\u002Fblog\u002Fen\u002Fkubernetes-ai-inference-reversal-conformance-design","Inference Has Overtaken Training: What KubeCon Japan Revealed About Kubernetes Cluster Design in the AI Era","AI compute demand has flipped from training to inference, with inference compute projected to reach 1.5x training capacity by 2030. Drawing on KubeCon Japan discussions and the CNCF AI Conformance Program, this article outlines what Kubernetes\u002FK3s clusters need to look like in the inference era.","2026-08-01",[11,10,80,81,31],"ai-inference","cncf",{"path":83,"title":84,"description":85,"date":86,"tags":87},"\u002Fblog\u002Fen\u002Fhybrid-k3s-edge-metrics-network-overhead","2,000 IoT Devices Were Clogging the Network. The Day Push Metrics Bit Back in a Hybrid K3s Deployment","A field report from a large-scale K3s edge deployment covering 2,000+ devices: why lightweight Kubernetes gets chosen, and the hidden network cost of push-based metrics collection in a hybrid cluster architecture, backed by concrete numbers. For engineers and platform operators.","2026-07-31",[10,11,63,88,31],"hybrid-cluster",{"path":90,"title":91,"description":92,"date":93,"tags":94},"\u002Fblog\u002Fen\u002Fkubernetes-mlops-gpu-scheduling-talent-shortage","In the Age of AI-Written Code, Why Are Infrastructure Engineers Getting Raises? Inside the 'MLOps Talent Shortage' Fueled by the Corporate AI Adoption Rush","Generative AI has made it possible for almost anyone to write code, yet as more companies adopt AI, demand for MLOps talent who can reliably run GPUs and model serving on Kubernetes keeps rising. Here's why, and how a managed Kubernetes platform can help.","2026-07-30",[11,10,95,96,97,98],"mlops","ai-infrastructure","gpu-scheduling","devops",{"path":100,"title":101,"description":102,"date":103,"tags":104},"\u002Fblog\u002Fen\u002Fkubernetes-secrets-rbac-etcd-encryption","Base64 Isn't Encryption: Why Kubernetes Secrets Pass Right Through, and the RBAC Design Traps That Make It Worse","Kubernetes Secrets are only Base64-encoded, not encrypted. Learn how plaintext-equivalent storage in etcd and over-permissioned RBAC lead to real incidents, plus the concrete Secrets management practices you need for production K3s.","2026-07-29",[11,10,105,106,14,107],"secrets-management","rbac","etcd-encryption",{"path":109,"title":110,"description":111,"date":112,"tags":113},"\u002Fblog\u002Fen\u002Fkubernetes-cpu-throttling-connection-pool-exhaustion","The Trap of 'CPU Usage Is Low, So We're Fine': The Hidden Ceiling of Throttling and Connection Pool Exhaustion Kubernetes Won't Show You","When adding more Pods to Kubernetes doesn't fix latency, the real cause may not be CPU at all, but invisible throttling or database connection pool exhaustion. Here's how to diagnose and fix the hidden ceiling.","2026-07-28",[11,10,114,115,116,117],"performance-tuning","cpu-throttling","connection-pooling","hpa",{"path":119,"title":120,"description":121,"date":122,"tags":123},"\u002Fblog\u002Fen\u002Fkubernetes-aiops-incident-response-distributed-tracing","Telling AI to 'Fix It' Won't Work: Kubernetes Incident Response Starts With Distributed Tracing","Handing off Kubernetes incident response to AI doesn't help if the causal chain across a distributed system stays invisible. This piece covers the distributed tracing foundation that makes AIOps actually work, plus practical steps for adopting OpenTelemetry.","2026-07-27",[11,10,124,125,126,127],"observability","distributed-tracing","opentelemetry","aiops",{"path":129,"title":130,"description":131,"date":132,"tags":133},"\u002Fblog\u002Fen\u002Fedge-k3s-observability-homelab-dashboard","A Wall-Mounted Dashboard Taught Me What 'Peace of Mind' Really Means: Observability Design Lessons for Edge K3s Clusters","The trial-and-error troubleshooting behind a home-lab wall-mounted dashboard is the same trap that hits edge Kubernetes clusters scattered across factories and stores. Drawing on official K3s, Prometheus, and Grafana docs, this piece lays out design principles for not deferring observability.","2026-07-26",[10,11,63,124,134,31],"monitoring",{"path":136,"title":137,"description":138,"date":139,"tags":140},"\u002Fblog\u002Fen\u002Fkubernetes-multi-tenancy-capsule-namespace-isolation","Splitting by Namespace Isn't Isolation. How Capsule Solves Kubernetes Multi-Tenancy","Splitting environments by namespace doesn't automatically carry over policies or resource limits. This article breaks down the pitfalls of Kubernetes multi-tenancy and compares three practical solutions: Capsule, vCluster, and HNC.","2026-07-25",[10,11,141,142,143,31],"multi-tenancy","capsule","namespace",{"path":145,"title":146,"description":147,"date":148,"tags":149},"\u002Fblog\u002Fen\u002Fkubernetes-feature-flags-progressive-delivery-rollback","The More You Test, The More Production Breaks: Why Feature Flags Beat Monitoring in Kubernetes Operations","Stacking more QA tests doesn't reduce production incidents, because it's fundamentally impossible to enumerate every edge case in advance. This article explains the 'design for failure' mindset behind feature flags, monitoring, and automated rollback in Kubernetes, plus a practical adoption roadmap for K3s environments.","2026-07-24",[10,11,150,151,98,31],"feature-flags","progressive-delivery",{"path":153,"title":154,"description":155,"date":156,"tags":157},"\u002Fblog\u002Fen\u002Fcncf-graduated-project-oss-selection-criteria","Should You Trust the CNCF 'Graduated' Badge? What TOC Public Meetings Reveal About the Unglamorous Reality of the Review Process","The CNCF 'Graduated' badge is not a safety certificate. Drawing on TOC public meeting notes and official documentation, this article explains the real review process behind Sandbox, Incubating, and Graduated status, and how to judge OSS maturity before adopting it in production.","2026-07-23",[81,11,10,158,31,159],"oss","governance",{"path":161,"title":162,"description":163,"date":164,"tags":165},"\u002Fblog\u002Fen\u002Fkubernetes-networking-cni-service-mesh-network-engineer","You Can Calculate Subnets, But Your Pods Won't Connect: The First Wall in Kubernetes Networking","You're great at subnet design, so why does Pod-to-Pod communication in Kubernetes trip you up every time? We break down the fundamentals of Kubernetes networking—CNI, Service Mesh, and NetworkPolicy—by contrasting them with traditional network design.","2026-07-22",[11,10,30,166,72,167],"cni","network-policy",{"path":169,"title":170,"description":171,"date":172,"tags":173},"\u002Fblog\u002Fen\u002Fkubernetes-namespace-environment-cost-design","How Many Environments Do You Really Need? Kubernetes Environment Design That Doesn't Break the Bank","Every new dev, test, and staging environment adds to your Kubernetes cloud bill. Learn how namespace isolation, ResourceQuota, and a hybrid dedicated-cluster-for-production model balance cost and isolation.","2026-07-21",[11,10,143,174,31,175],"cost-optimization","resource-quota",{"path":177,"title":178,"description":179,"date":180,"tags":181},"\u002Fblog\u002Fen\u002Fbroadcast-redundancy-kubernetes-high-availability-design","Why Does the FIFA World Cup Broadcast Never Go Dark? What Broadcast Engineering's Dual-Path Redundancy Teaches Us About Real Kubernetes High Availability","Kubernetes high availability isn't achieved simply by adding more replicas. Using the broadcast industry's SMPTE ST 2022-7 dual-path transmission as a lens, this article unpacks what Topology Spread Constraints and multi-AZ design actually mean.","2026-07-20",[11,10,46,182,48,31],"topology-spread-constraints",{"path":184,"title":185,"description":186,"date":187,"tags":188},"\u002Fblog\u002Fen\u002Fqa-to-devops-kubernetes-career-transition","A QA Engineer's 'Instinct to Break Things' Transfers Directly to Kubernetes Operations: The Fastest Path from Test Automation to a DevOps Career","The quality-gate mindset and test automation skills QA engineers already have map directly onto Kubernetes operations aptitude. Here's a realistic six-month roadmap for making the switch, and how to clear the biggest obstacle in the way.","2026-07-19",[11,10,98,38,189],"career",{"path":191,"title":192,"description":193,"date":194,"tags":195},"\u002Fblog\u002Fen\u002Fai-manifest-generation-kubernetes-architecture-bottleneck","AI Can Write a YAML File in One Second, But Your Cluster Won't Get Any Faster. Why the Real Bottleneck in Kubernetes Operations Is Architecture, Not Code","Generating Kubernetes manifests at AI speed doesn't make production Kubernetes operations faster. This article breaks down three real bottlenecks — CPU throttling, the HPA\u002FVPA conflict, and database connection starvation — and how to split the work between AI and humans.","2026-07-18",[11,10,55,196,197,98],"autoscaling","ai-ops",{"path":199,"title":200,"description":201,"date":202,"tags":203},"\u002Fblog\u002Fen\u002Fshadow-ai-kubernetes-admission-control-governance","Rogue Deployments Are Wrecking Your Company: The Shadow AI Problem Inside Kubernetes Clusters, and Admission Control as the Fix","Shadow AI isn't just unauthorized SaaS tools. It's happening inside your Kubernetes clusters too. Here's the risk it creates, and how Admission Control turns detection into real governance.","2026-07-17",[11,10,204,205,206,14],"shadow-ai","admission-control","kyverno",{"path":208,"title":209,"description":210,"date":211,"tags":212},"\u002Fblog\u002Fen\u002Fplatform-engineering-kubernetes-idp-managed-k3s","Stop Handing Developers Raw Kubernetes: The 'Hiding' Philosophy of Platform Engineering, and Kubo's Answer","An explainer on the relationship between platform engineering and Kubernetes — the design philosophy of shielding developers from K8s complexity, the three pillars of building an IDP, and managed K3s as an alternative.","2026-07-16",[11,10,213,214,39,31],"platform-engineering","internal-developer-platform",{"path":216,"title":217,"description":218,"date":219,"tags":220},"\u002Fblog\u002Fen\u002Fcanary-release-kubernetes-auto-rollback-gitops","Why Every Team Ends Up at the Same CI\u002FCD Wall — Designing 'Safe-to-Break' Kubernetes Deployments with Canary Releases and Automated Rollback","Most production incidents happen because teams deploy everything at once. This article walks through how to design canary releases, automated rollback, and monitoring on Kubernetes using Argo Rollouts and GitOps — with practical steps small teams can actually sustain.","2026-07-15",[11,10,38,221,39,222],"canary-release","argo-rollouts",{"path":224,"title":225,"description":226,"date":227,"tags":228},"\u002Fblog\u002Fen\u002Fprivate-cloud-openstack-k3s-day2-operations","\"You Can Build Your Own Private Cloud\" Is Only Half True: What OpenStack × K3s Reveals About the Reality of Day 2 Operations","As VMware migration costs and cloud bills climb in 2026, more companies are reconsidering private cloud. This article examines the real build cost and Day 2 operational burden of self-managed OpenStack + K3s, using actual operational data and industry statistics, to clarify when in-house builds make sense versus a managed Kubernetes service.","2026-07-14",[10,11,229,230,231],"openstack","private-cloud","on-premise",{"path":233,"title":234,"description":235,"date":236,"tags":237},"\u002Fblog\u002Fen\u002Fmlops-kubernetes-devops-ai-skills-2026","\"DevOps Engineers Are Becoming Obsolete\" Is a Lie. 5 MLOps Skills Every Kubernetes Operator Must Master in the AI Era","As AI automates infrastructure, are DevOps engineers really becoming irrelevant? The reality is the opposite — demand for MLOps Kubernetes talent is surging. Here are the 5 skills you need in 2026.","2026-07-11",[11,95,98,10,38,96],{"path":239,"title":240,"description":241,"date":242,"tags":243},"\u002Fblog\u002Fen\u002Fai-platform-kubernetes-convergence-2026","66% of AI-Driven Companies Choose Kubernetes — Why AI Infrastructure Converges on K8s","CNCF's 2026 survey shows 66% of GenAI organizations run on Kubernetes. From GPU scheduling to multi-tenancy and cost optimization — here's why K8s has become the de facto AI platform, and how managed K8s can cut your build time to zero.","2026-07-10",[11,244,213,95,10,245],"ai","gpu",{"path":247,"title":248,"description":249,"date":250,"tags":251},"\u002Fblog\u002Fen\u002Fmanaged-k8s-infrastructure-evolution-2026","Why Managed K8s is the Answer in 2026: Understanding the 5 Stages of Infrastructure Evolution","What is the 'stage-skipping trap' that DevOps engineers fall into? A comprehensive guide to why Managed Kubernetes is the optimal solution, explained through infrastructure evolution theory","2026-06-12",[11,98,252,253,10],"managed-services","infrastructure-evolution",{"path":255,"title":256,"description":257,"date":258,"tags":259},"\u002Fblog\u002Fen\u002Fkubernetes-v136-k3s-managed-cost-reduction","Managed Kubernetes is Too Expensive. The Reality of 'Full K8s Operations Under $400\u002FMonth' with K3s Lightweight and v1.36 Security Enhancements","Explore how to leverage Kubernetes v1.36 'Haru' enhanced User Namespaces and security features in K3s lightweight environments. Discover managed K3s operational strategies and 2026 infrastructure selection guidelines that achieve 60% cost reduction compared to EKS.","2026-05-28",[10,11,260,31,174,14],"kubernetes-v136",{"path":262,"title":263,"description":264,"date":265,"tags":266},"\u002Fblog\u002Fen\u002Fargocd-gitops-kubernetes-guide","Getting Started with ArgoCD GitOps: Practical Kubernetes Declarative Deployment","A practical guide to GitOps-based Kubernetes declarative deployment with ArgoCD. Covers repository structure, Sync Waves, ApplicationSets, and multi-cluster management.","2026-05-27",[267,268,269,38,270,271],"ArgoCD","GitOps","Kubernetes","Deployment Automation","Declarative Management",{"path":273,"title":274,"description":275,"date":265,"tags":276},"\u002Fblog\u002Fen\u002Fcert-manager-automatic-tls","Automating TLS Certificate Management in Kubernetes with cert-manager","Automate TLS certificate issuance and renewal in Kubernetes using cert-manager. Covers Let's Encrypt, ACME challenges, Ingress integration, and best practices.",[12,269,277,278,279,280,281,282],"TLS","Let's Encrypt","ACME","CNCF","Security","Certificates",{"path":284,"title":285,"description":286,"date":265,"tags":287},"\u002Fblog\u002Fen\u002Fcicd-pipeline-security-devsecops","ci-cd Pipeline Security: A Practical DevSecOps Guide","A practical guide to ci-cd pipeline security from a DevSecOps perspective. Covers SAST\u002FDAST, supply chain protection, the SLSA framework, and Policy as Code.",[288,38,281,289,290,269],"DevSecOps","Supply Chain","SLSA",{"path":292,"title":293,"description":294,"date":265,"tags":295},"\u002Fblog\u002Fen\u002Fcilium-ebpf-kubernetes-networking","Revolutionizing Kubernetes Networking with Cilium and eBPF","Discover how Cilium uses eBPF to transform Kubernetes networking. Compare with traditional CNIs, explore L7 policies, and leverage Hubble for observability.",[296,297,269,298,299,280,281,300],"Cilium","eBPF","Networking","CNI","Hubble",{"path":302,"title":303,"description":304,"date":265,"tags":305},"\u002Fblog\u002Fen\u002Fcncf-graduated-projects-2025-overview","CNCF Graduated Projects 2025: Production-Ready Open Source You Can Trust","A complete guide to all 36 CNCF Graduated projects. From Kubernetes and Prometheus to Cilium and Crossplane, explore production-proven OSS by category.",[280,306,307,308,269,309,296,310],"Graduated","Cloud Native","OSS","Prometheus","OpenTelemetry",{"path":312,"title":313,"description":314,"date":265,"tags":315},"\u002Fblog\u002Fen\u002Fcontainer-registry-harbor-setup","Building a Private Container Registry with Harbor","Complete guide to deploying and operating Harbor as your private container registry. Covers Trivy integration, RBAC, image replication, Helm deployment, and enterprise security features.",[316,317,318,269,281,319,320],"Harbor","Container Registry","Docker","Trivy","RBAC",{"path":322,"title":323,"description":324,"date":265,"tags":325},"\u002Fblog\u002Fen\u002Fdocker-compose-to-kubernetes-migration","Migration Guide: Docker Compose to Kubernetes","A step-by-step guide for migrating Docker Compose applications to Kubernetes. Covers Kompose conversion, Helm\u002FKustomize production-readiness, storage, networking, and rollout strategies.",[326,269,327,328,329,330,331],"Docker Compose","Migration","Kompose","Helm","Kustomize","Container Orchestration",{"path":333,"title":334,"description":335,"date":265,"tags":336},"\u002Fblog\u002Fen\u002Fdocker-multi-stage-build-optimization","Optimizing Production Images with Docker Multi-Stage Builds","Master Docker multi-stage builds to reduce production images by up to 97%. Learn stage separation, layer caching, distroless base images, and ci-cd integration techniques.",[318,337,338,339,38,340],"Multi-Stage Build","Container Optimization","DevOps","Image Size Reduction",{"path":342,"title":343,"description":344,"date":265,"tags":345},"\u002Fblog\u002Fen\u002Fdocker-networking-deep-dive","Docker Networking Deep Dive: Choosing Between bridge, host, and overlay","A thorough comparison of Docker network drivers — bridge, host, and overlay. Understand the architecture, performance, security trade-offs, and use-case selection criteria with practical examples.",[318,298,346,347,348,349,350],"bridge","overlay","host","Containers","Docker Swarm",{"path":352,"title":353,"description":354,"date":265,"tags":355},"\u002Fblog\u002Fen\u002Fdocker-security-scanning-best-practices","Docker Container Security: Scanning and Vulnerability Management","A practical guide to integrating vulnerability scanning into your container ci-cd pipeline. Compare Trivy, Snyk, and Grype, implement shift-left security, and build defense-in-depth with Harbor.",[318,281,356,319,357,358,288],"Vulnerability Scanning","Snyk","Container Security",{"path":360,"title":361,"description":362,"date":265,"tags":363},"\u002Fblog\u002Fen\u002Fdockerfile-best-practices-2025","Dockerfile Best Practices 2025: Building Lightweight, Secure, and Fast Images","Comprehensive 2025 Dockerfile best practices guide covering minimal base images, layer optimization, security hardening, BuildKit features, and production-ready container image construction.",[364,318,365,349,281,366,367],"Dockerfile","Best Practices","BuildKit","Optimization",{"path":369,"title":370,"description":371,"date":265,"tags":372},"\u002Fblog\u002Fen\u002Ffluxcd-vs-argocd-comparison","FluxCD vs ArgoCD: A Comprehensive GitOps Tool Comparison","An in-depth comparison of FluxCD and ArgoCD covering architecture, UI, multi-cluster support, resource usage, security models, Helm integration, and use-case recommendations.",[373,267,268,269,374,280],"FluxCD","Comparison",{"path":376,"title":377,"description":378,"date":265,"tags":379},"\u002Fblog\u002Fen\u002Fgithub-actions-kubernetes-cicd","Building a Kubernetes ci-cd Pipeline with GitHub Actions","Learn how to build a Kubernetes ci-cd pipeline with GitHub Actions. Covers Helm deployments, ARC auto-scaling, security scanning, and production best practices.",[380,269,38,329,349,381],"GitHub Actions","Automation",{"path":383,"title":384,"description":385,"date":265,"tags":386},"\u002Fblog\u002Fen\u002Fgitlab-ci-container-deployment","How to Automate Container Deployment with GitLab ci-cd","A practical guide to automating container deployment with GitLab ci-cd and the Kubernetes Agent. Covers pipeline setup, Auto DevOps, security, and multi-environment strategies.",[387,38,269,349,388,270],"GitLab","Auto DevOps",{"path":390,"title":391,"description":392,"date":265,"tags":393},"\u002Fblog\u002Fen\u002Fgrafana-dashboard-kubernetes-observability","Grafana Dashboard Design: Kubernetes Observability in Practice","Design effective Grafana dashboards for Kubernetes observability using the RED method, Four Golden Signals, and production-proven best practices.",[394,269,395,396,280,309,397,398],"Grafana","Observability","Dashboard","Monitoring","Visualization",{"path":400,"title":401,"description":402,"date":265,"tags":403},"\u002Fblog\u002Fen\u002Fhelm-charts-best-practices","Helm Chart Development Best Practices 2025","A comprehensive guide to Helm chart development best practices in 2025. Covers template design, testing strategies, OCI registries, security, and ci-cd integration.",[329,269,404,405,365,268],"Package Management","Chart Development",{"path":407,"title":408,"description":409,"date":265,"tags":410},"\u002Fblog\u002Fen\u002Fk3s-edge-iot-deployment","Deploying Kubernetes to Edge and IoT Environments with K3s","Learn how to deploy K3s to edge and IoT environments. Covers Raspberry Pi setup, air-gapped installations, fleet management, and industry use cases.",[411,412,413,414,415,416,417],"K3s","Edge Computing","IoT","Raspberry Pi","ARM","Fleet Management","Air-Gap",{"path":419,"title":420,"description":421,"date":265,"tags":422},"\u002Fblog\u002Fen\u002Fk3s-on-proxmox-cluster","Building a K3s Cluster on Proxmox: A Step-by-Step Guide","Complete guide to deploying a lightweight K3s Kubernetes cluster on Proxmox VE, covering VM templates, HA configuration, storage, and Ingress setup.",[411,269,423,424,349,425,339],"Proxmox","Self-Hosting","Cluster",{"path":427,"title":428,"description":429,"date":265,"tags":430},"\u002Fblog\u002Fen\u002Fk3s-production-best-practices","The Complete Guide to K3s Production Best Practices","Learn how to run K3s in production with confidence. Covers HA architecture, security hardening, monitoring, backup strategies, and resource management.",[411,269,431,432,281,433,365],"Production","High Availability","Operations",{"path":435,"title":436,"description":437,"date":265,"tags":438},"\u002Fblog\u002Fen\u002Fk3s-vs-k8s-when-to-choose","K3s vs K8s: A Use-Case Driven Selection Guide","Compare K3s and standard Kubernetes across architecture, resource usage, and use cases. Find out which Kubernetes distribution fits your project best.",[411,269,439,374,440,441,442],"K8s","Selection Guide","Lightweight Kubernetes","Edge",{"path":444,"title":445,"description":446,"date":265,"tags":447},"\u002Fblog\u002Fen\u002Fkubernetes-cost-optimization-guide","The Complete Kubernetes Cost Optimization Guide: EKS\u002FAKS\u002FGKE vs Kubo Compared","Cut your Kubernetes cloud costs by 30-50% with proven optimization strategies. Includes EKS, AKS, GKE pricing comparison and Kubo's cost advantage analysis.",[269,448,449,450,451,452,453,454],"Cost Optimization","EKS","AKS","GKE","FinOps","Cloud Cost","Kubo",{"path":456,"title":457,"description":458,"date":265,"tags":459},"\u002Fblog\u002Fen\u002Fkubernetes-hpa-vpa-autoscaling","The Complete Kubernetes Autoscaling Guide: HPA, VPA, and KEDA in Practice","Master Kubernetes autoscaling with HPA, VPA, and KEDA. Learn each tool's strengths, combination patterns, and cost optimization impact with practical examples.",[269,460,461,462,463,464,448],"Autoscaling","HPA","VPA","KEDA","Karpenter",{"path":466,"title":467,"description":468,"date":265,"tags":469},"\u002Fblog\u002Fen\u002Fkubernetes-network-policies-security","Zero Trust Security with Kubernetes Network Policies: A Practical Guide","Implement zero trust networking in Kubernetes with Network Policies. From Default Deny to Cilium and Calico advanced policies with real YAML examples.",[269,470,471,281,296,472,298],"Network Policy","Zero Trust","Calico",{"path":474,"title":475,"description":476,"date":265,"tags":477},"\u002Fblog\u002Fen\u002Fopentelemetry-distributed-tracing","Implementing Distributed Tracing with OpenTelemetry: From Basics to Production","A practical guide to distributed tracing with OpenTelemetry. Covers Collector setup, auto-instrumentation, Jaeger\u002FTempo integration, and Kubernetes best practices.",[310,478,269,280,395,479,480,481],"Distributed Tracing","Jaeger","Tempo","Microservices",{"path":483,"title":484,"description":485,"date":265,"tags":486},"\u002Fblog\u002Fen\u002Fprometheus-monitoring-kubernetes-guide","The Complete Guide to Monitoring Kubernetes with Prometheus","Master Kubernetes monitoring with Prometheus: from installation and PromQL queries to Alertmanager configuration and production best practices.",[309,269,397,280,395,487,488],"PromQL","Alertmanager",{"path":490,"title":491,"description":492,"date":265,"tags":493},"\u002Fblog\u002Fen\u002Fproxmox-backup-disaster-recovery","Proxmox Backup and Disaster Recovery: The Complete Data Protection Guide","Practical guide to Proxmox Backup Server covering 3-2-1 backup strategy, deduplication, encryption, remote sync, and disaster recovery procedures.",[423,494,495,496,497,498,424],"Backup","Disaster Recovery","PBS","Data Protection","3-2-1 Rule",{"path":500,"title":501,"description":502,"date":265,"tags":503},"\u002Fblog\u002Fen\u002Fproxmox-gpu-passthrough-ai-workloads","Proxmox GPU Passthrough: Configuring for AI\u002FML Workloads","Complete guide to NVIDIA GPU passthrough on Proxmox VE for AI\u002FML workloads, covering IOMMU, VFIO configuration, and running Ollama and vLLM inference.",[423,504,505,506,507,508,509,510],"GPU","Passthrough","AI","Machine Learning","NVIDIA","VFIO","IOMMU",{"path":512,"title":513,"description":514,"date":265,"tags":515},"\u002Fblog\u002Fen\u002Fproxmox-high-availability-setup","Proxmox HA Cluster Setup and Operations: Maximizing Availability","Complete guide to building Proxmox VE HA clusters with Corosync configuration, fencing setup, HA groups, failover testing, and maintenance procedures.",[423,516,432,425,517,518,519],"HA","Fencing","Corosync","Infrastructure",{"path":521,"title":522,"description":523,"date":265,"tags":524},"\u002Fblog\u002Fen\u002Fproxmox-ve-complete-setup-guide","Proxmox VE Complete Setup Guide: From Installation to Production","A comprehensive guide covering Proxmox VE installation, storage configuration, network setup, security hardening, and monitoring for production environments.",[423,525,424,519,526,527,528],"Virtualization","Linux","ZFS","Server",{"path":530,"title":531,"description":532,"date":265,"tags":533},"\u002Fblog\u002Fen\u002Fproxmox-vs-vmware-esxi-comparison","Proxmox vs VMware ESXi: A Virtualization Platform Selection Guide","In-depth comparison of Proxmox VE and VMware ESXi covering post-Broadcom cost changes, feature gaps, migration paths, and enterprise readiness.",[423,534,535,525,374,327,536,537],"VMware","ESXi","Broadcom","Cost Reduction",{"path":539,"title":540,"description":541,"date":542,"tags":543},"\u002Fblog\u002Fen\u002Fkubernetes-ai-gpu-cost-optimization-dra","Satisfied with 20% GPU Utilization? Master Dynamic Resource Management for 50-70% AI Infrastructure Cost Reduction with Kubernetes","Break free from the current state of only 20-30% GPU utilization. Learn the latest 2026 techniques to achieve 50-70% AI infrastructure cost reduction through dynamic resource management with Kubernetes Dynamic Resource Allocation.","2026-05-26",[11,244,245,544,174],"dra",1786354677846]