UA DevOps

🚀 From Local Model to Production API: A Practical CI/CD Workflow for Machine Learning Machine learning projects rarely fail because the model is bad they fail when it hits production. A... 🔗 Read more: https://dev.to/techsplot/from-local-model-to-production-api-a-practical-cicd-workflow-for-machine-learning-2l0j 📰 Source: Dev.to 📅 2026-01-15 18:03 UTC #DevOps #Tech #Automation #CloudNative

🏗️ From Terraform to GitOps: Building an End-to-End DevOps Platform with 11 Microservices Introduction Modern DevOps projects are not just about making things work once — they are... 🔗 Read more: https://dev.to/sarathv/from-terraform-to-gitops-building-an-end-to-end-devops-platform-with-11-microservices-4gea 📰 Source: Dev.to 📅 2026-01-15 00:18 UTC #DevOps #Tech #Automation #CloudNative

🚀 Essential DevOps Tools for Ubuntu Popular tools for provisioning the cloud are Terraform and Kubernetes tools kubectl and helm. For... 🔗 Read more: https://dev.to/joachim8675309/essential-devops-tools-for-ubuntu-5421 📰 Source: Dev.to 📅 2026-01-14 20:25 UTC #DevOps #Tech #Automation #CloudNative

🏗️ Image Processing Serverless Project using AWS Lambda (with terraform) In this tutorial, I'll show you how to build a production-ready serverless image processing pipeline... 🔗 Read more: https://dev.to/amitkumar7db8e36a64dd45/image-processing-serverless-project-using-aws-lambda-with-terraform-53je 📰 Source: Dev.to 📅 2026-01-13 22:12 UTC #DevOps #Tech #Automation #CloudNative

🏗️ Implementando el patrón SNS SQS Fan-out en AWS con Terraform Introducción Desde hace mucho tiempo tuve la intención de comenzar a aportar activamente a... 🔗 Read more: https://dev.to/auztinorix/implementando-el-patron-sns-sqs-fan-out-en-aws-con-terraform-1i24 📰 Source: Dev.to 📅 2026-01-13 22:15 UTC #DevOps #Tech #Automation #CloudNative

🏗️ Using AI for Terraform: running locally with Langflow, OpenSearch, & Ollama I'm a pragmatist at heart. While I don't fully believe in using AI for everything, I did find myself... 🔗 Read more: https://dev.to/joatmon08/using-ai-for-terraform-running-a-locally-with-langflow-opensearch-ollama-5co6 📰 Source: Dev.to 📅 2026-01-13 14:53 UTC #DevOps #Tech #Automation #CloudNative

Вітаю всіх! У нас зʼявився вкрай важливий запит для близьких друзів на два ecoflow. Потрібна ваша допомога як швидше закрити цю потребу та надати хлопцям змогу творити добро далі 😘: Зарядная станція Bluetti AC200L / 2400 Вт / 2048 Вт⋅ч / LiFePO4 https://send.monobank.ua/jar/7bZH7szDwv

☸️ Kubernetes Persistence Series Part 2: The Foundation — From systemd to Control Plane How Linux systemd supervises kubelet, and how kubelet bootstraps the control plane through static pods 🔗 Read more: https://dev.to/vincentdu2021/kubernetes-persistence-series-part-2-the-foundation-from-systemd-to-control-plane-2464 📰 Source: Dev.to 📅 2026-01-11 00:37 UTC #DevOps #Tech #Automation #CloudNative

🔧 Setting Up Jenkins SSH Build Agents: A Complete Troubleshooting Guide Introduction In modern DevOps practices, distributed builds are essential for scalability... 🔗 Read more: https://dev.to/faruq2991/setting-up-jenkins-ssh-build-agents-a-complete-troubleshooting-guide-3pl 📰 Source: Dev.to 📅 2026-01-10 04:13 UTC #DevOps #Tech #Automation #CloudNative

☸️ J'ai galéré pendant 3 semaines pour monter un cluster Kubernetes (et voilà ce que j'ai appris) Le contexte Bon, soyons honnêtes. Au début, j'avais un gros bordel de scripts bash... 🔗 Read more: https://dev.to/loiconlyone/jai-galere-pendant-3-semaines-pour-monter-un-cluster-kubernetes-et-voila-ce-que-jai-appris-30l6 📰 Source: Dev.to 📅 2026-01-10 09:08 UTC #DevOps #Tech #Automation #CloudNative

#sysOdmin’s #joke

🚀 Essential DevOps Tools for macOS This guide walks through installing popular tools for cloud provisioning and container management on... 🔗 Read more: https://dev.to/joachim8675309/essential-devops-tools-for-macos-53m2 📰 Source: Dev.to 📅 2026-01-10 00:43 UTC #DevOps #Tech #Automation #CloudNative

Знайшов для вас цікавий сервіс у Amazon. Дозволяє брати або створювати Runbook для виконання різних задач, або брати з документації інформацію та будувати ранбук для вас. Automation, a tool in AWS Systems Manager, simplifies common maintenance, deployment, and remediation tasks for AWS services like Amazon Elastic Compute Cloud (Amazon EC2), Amazon Relational Database Service (Amazon RDS), Amazon Redshift, Amazon Simple Storage Service (Amazon S3), and many more. To get started with Automation, open the Systems Manager console. In the navigation pane, choose Automation. https://docs.aws.amazon.com/systems-manager/latest/userguide/systems-manager-automation.html

🏗️ How I Built an AI Terraform Review Agent on Serverless AWS 🌟 Introduction Welcome, Devs 👋 Today, we’re stepping into the exciting intersection of AI,... 🔗 Read more: https://dev.to/aws-builders/how-i-built-an-ai-terraform-review-agent-on-serverless-aws-43hc 📰 Source: Dev.to 📅 2026-01-08 16:34 UTC #DevOps #Tech #Automation #CloudNative

🚀 Tech Stack Lessons from scaling 20x in a year A year ago, I wrote about our tech stack and how it helped us run a lean cloud computing startup.... 🔗 Read more: https://dev.to/code42cate/tech-stack-lessons-from-scaling-20x-in-a-year-1ekh 📰 Source: Dev.to 📅 2026-01-09 12:13 UTC #DevOps #Tech #Automation #CloudNative

☸️ Reclaiming Idle GPUs in Kubernetes: Why We Built a Custom Scheduler Plugin The Problem Nobody Talks About GPUs are expensive — and yours are probably sitting idle... 🔗 Read more: https://dev.to/lalitlouis/reclaiming-idle-gpus-in-kubernetes-why-we-built-a-custom-scheduler-plugin-34k2 📰 Source: Dev.to 📅 2026-01-09 08:38 UTC #DevOps #Tech #Automation #CloudNative

#morning #joke

☸️ MCP Mesh: 5 Ways It Simplifies Multi-Agent AI Deployment on Kubernetes TL;DR: MCP Mesh is distributed infrastructure that feels like writing regular Python functions. No... 🔗 Read more: https://dev.to/dhyanraj98e6a5999c8d5ef/mcp-mesh-5-ways-it-simplifies-multi-agent-ai-deployment-on-kubernetes-1mi3 📰 Source: Dev.to 📅 2026-01-03 21:20 UTC #DevOps #Tech #Automation #CloudNative

🚀 I'm a 3rd Year Student Who Just Learned CI/CD - Here's My Complete Journey 🚀 No fancy experience, just a student figuring out DevOps. Complete guide with Docker, GitHub Actions, Kubernetes, and all my mistakes included 😅 🔗 Read more: https://dev.to/rajat128/im-a-3rd-year-student-who-just-learned-cicd-heres-my-complete-journey-4pj5 📰 Source: Dev.to 📅 2026-01-04 16:41 UTC #DevOps #Tech #Automation #CloudNative

🐳 Docker is Overkill: Setting Up Lightweight CI/CD for Solo Devs Docker is Overkill: Setting Up Lightweight CI/CD for Solo Devs As solo developers, we're... 🔗 Read more: https://dev.to/akshith985/docker-is-overkill-setting-up-lightweight-cicd-for-solo-devs-3fc3 📰 Source: Dev.to 📅 2026-01-04 10:38 UTC #DevOps #Tech #Automation #CloudNative