DevNfra – DevOps & MLOps Engineering Blog https://devnfra.com Production-grade DevOps, MLOps, Kubernetes and cloud engineering by Ram. en-us Thu, 14 May 2026 17:15:01 GMT Production-Grade Monitoring with Prometheus & Grafana: A Deep Dive for Advanced DevOps Engineers https://devnfra.com/blog/production-grade-monitoring-with-prometheus-and-grafana-a-deep-dive-for-advanced-devops-engineers https://devnfra.com/blog/production-grade-monitoring-with-prometheus-and-grafana-a-deep-dive-for-advanced-devops-engineers Thu, 14 May 2026 04:48:55 GMT Installations <h1>Production-Grade Monitoring with Prometheus &amp; Grafana: A Deep Dive for Advanced DevOps Engineers</h1><hr><h2>Introduction</h2><p>If you've alr... How I Set Up a Real Kubernetes Cluster with kubeadm (And What Nobody Tells You About It) https://devnfra.com/blog/how-i-set-up-a-real-kubernetes-cluster-with-kubeadm-and-what-nobody-tells-you-about-it https://devnfra.com/blog/how-i-set-up-a-real-kubernetes-cluster-with-kubeadm-and-what-nobody-tells-you-about-it Wed, 13 May 2026 05:59:47 GMT Installations <p><strong>📦&nbsp; DEVOPS INSTALLATION SERIES&nbsp; |&nbsp; Part 1 of N</strong></p><h1>How I Set Up a Real Kubernetes Cluster with kubeadm (And What... How MLOps Is Evolving Into IoT and Changing Our Day-to-Day Lives https://devnfra.com/blog/how-mlops-is-evolving-into-iot-and-changing-our-day-to-day-lives https://devnfra.com/blog/how-mlops-is-evolving-into-iot-and-changing-our-day-to-day-lives Sat, 31 Jan 2026 01:30:09 GMT DevOps <h1>How MLOps Is Evolving Into IoT and Changing Our Day-to-Day Lives</h1><h2>Introduction</h2><p>Machine Learning Operations (MLOps) started as a way ... How DevOps and Kubernetes Can Make Government Websites Easier for Everyone https://devnfra.com/blog/how-devops-and-kubernetes-can-make-government-websites-easier-for-everyone https://devnfra.com/blog/how-devops-and-kubernetes-can-make-government-websites-easier-for-everyone Fri, 23 Jan 2026 05:36:49 GMT DevOps <h1>How DevOps and Kubernetes Can Make Government Websites Easier for Everyone</h1><p>Government websites are meant to serve millions of citizens—payi... Kubernetes in MLOps: Orchestrating Machine Learning at Scale https://devnfra.com/blog/kubernetes-in-mlops-orchestrating-machine-learning-at-scale https://devnfra.com/blog/kubernetes-in-mlops-orchestrating-machine-learning-at-scale Fri, 09 Jan 2026 05:56:24 GMT DevOps <p></p><h2><strong>Kubernetes in MLOps: Orchestrating Machine Learning at Scale</strong></h2><p></p><h3><strong>Introduction: Why MLOps Needs Kubernet... Docker and Edge Computing: Deploying Containers Beyond the Cloud https://devnfra.com/blog/docker-and-edge-computing-deploying-containers-beyond-the-cloud https://devnfra.com/blog/docker-and-edge-computing-deploying-containers-beyond-the-cloud Tue, 30 Dec 2025 00:04:27 GMT DevOps <h1><strong>Docker and Edge Computing: Deploying Containers Beyond the Cloud</strong></h1><p>As the demand for ultra-low latency, real-time processing... Tool Sprawl in DevOps: The Hidden Bottleneck Slowing Delivery in 2025 https://devnfra.com/blog/tool-sprawl-in-devops-the-hidden-bottleneck-slowing-delivery-in-2025 https://devnfra.com/blog/tool-sprawl-in-devops-the-hidden-bottleneck-slowing-delivery-in-2025 Sat, 20 Dec 2025 01:13:24 GMT DevOps <h1>Tool Sprawl in DevOps: The Hidden Bottleneck Slowing Delivery in 2025</h1><h2><strong>DevOps in 2025: Innovation Meets Complexity</strong></h2><p>... AI-Driven DevOps in 2025: How Intelligent Automation Is Transforming Software Delivery https://devnfra.com/blog/ai-driven-devops-in-2025-how-intelligent-automation-is-transforming-software-delivery https://devnfra.com/blog/ai-driven-devops-in-2025-how-intelligent-automation-is-transforming-software-delivery Tue, 16 Dec 2025 05:19:04 GMT DevOps <h2>AI-Driven DevOps in 2025: How Intelligent Automation Is Transforming Software Delivery</h2><h3>Introduction</h3><p>DevOps has continuously evolved... How Microservices Improve Scalability in Real-World Applications https://devnfra.com/blog/how-microservices-improve-scalability-in-real-world-applications https://devnfra.com/blog/how-microservices-improve-scalability-in-real-world-applications Thu, 11 Dec 2025 03:05:45 GMT DevOps <h1 style="text-align: left;"><strong>How Microservices Improve Scalability in Real-World Applications</strong></h1><h3 style="text-align: justify;"><... LLMOps is Not MLOps: The Critical Differences and the Rise of Agentic Systems https://devnfra.com/blog/llmops-is-not-mlops-the-critical-differences-and-the-rise-of-agentic-systems https://devnfra.com/blog/llmops-is-not-mlops-the-critical-differences-and-the-rise-of-agentic-systems Fri, 05 Dec 2025 00:15:21 GMT MLOps <h1>LLMOps is Not MLOps: The Critical Differences and the Rise of Agentic Systems</h1><h2>Introduction: The Generative AI Paradigm Shift</h2><p>The ol... Docker in the Era of OCI: Moving Beyond Traditional Containerization https://devnfra.com/blog/docker-in-the-era-of-oci-moving-beyond-traditional-containerization https://devnfra.com/blog/docker-in-the-era-of-oci-moving-beyond-traditional-containerization Wed, 26 Nov 2025 23:22:15 GMT DevOps <h1>Docker in the Era of OCI: Moving Beyond Traditional Containerization</h1><h2>Introduction</h2><p>Docker has completely changed the way developers ... Kubernetes in 2025: The Essential Guide for Modern DevOps Teams https://devnfra.com/blog/kubernetes-in-2025-the-essential-guide-for-modern-devops-teams https://devnfra.com/blog/kubernetes-in-2025-the-essential-guide-for-modern-devops-teams Tue, 18 Nov 2025 16:35:42 GMT DevOps <h1>Kubernetes in 2025: The Essential Guide for Modern DevOps Teams</h1><h2>Introduction: Why Kubernetes Still Dominates DevOps in 2025</h2><p>Kuberne... Ingress NGINX Retirement: What You Need to Know https://devnfra.com/blog/ingress-nginx-retirement-what-you-need-to-know https://devnfra.com/blog/ingress-nginx-retirement-what-you-need-to-know Mon, 17 Nov 2025 17:04:29 GMT DevOps <h2><strong>Introduction</strong></h2><p>Kubernetes SIG Network and the Security Response Committee have officially announced the retirement of <stron...