Tech Skills

DevOps & Cloud

CI/CD, Docker, Kubernetes, AWS, GCP, Azure, monitoring and infrastructure as code

1,360
lessons
Skills in this topic
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Linux & CLI
beginner
Navigate the filesystem, manage permissions, and use pipes
Docker & Containers
beginner
Write a production-ready Dockerfile
Cloud Fundamentals
intermediate
Deploy a web app on AWS EC2 or App Engine
Kubernetes
intermediate
Deploy a multi-container app on a k8s cluster
CI/CD Pipelines
intermediate
Build a CI pipeline that runs tests on every PR
Infrastructure as Code
advanced
Provision a full VPC with Terraform
All Reads (907) Articles (468)Blog Posts (321)Tutorials (114)News (4)
Medium · DevOps ☁️ DevOps & Cloud ⚡ AI Lesson 2w ago
Terraform Locals Changed How I Write Infrastructure Code
The small Terraform concept that quietly made our infrastructure cleaner, safer, and easier to scale Continue reading on Medium »
“Failover Is Not a Strategy.” — An Architect’s Wake-Up Call to Our IROPS Team
Medium · DevOps ☁️ DevOps & Cloud ⚡ AI Lesson 2w ago
“Failover Is Not a Strategy.” — An Architect’s Wake-Up Call to Our IROPS Team
Last week I asked a simple question in our architecture review: Continue reading on Medium »
A Beginner’s Guide to CI/CD and Cloud Deployment
Medium · DevOps ☁️ DevOps & Cloud ⚡ AI Lesson 2w ago
A Beginner’s Guide to CI/CD and Cloud Deployment
Building a software application locally is just the first step. To make your application truly useful, you must store user data safely in… Continue reading on M
Linux System Administration: The Complete Field Guide
Medium · Cybersecurity ☁️ DevOps & Cloud ⚡ AI Lesson 2w ago
Linux System Administration: The Complete Field Guide
The server is down. It is 2 AM. Your phone is lighting up with alerts. You SSH in, fingers already moving from muscle memory, and in the… Continue reading on Me
Medium · DevOps ☁️ DevOps & Cloud ⚡ AI Lesson 2w ago
Building an Auto Kubernetes Deployment Validator with Python ☸️
A Beginner-Friendly DevOps Project with Real-World Examples Continue reading on Medium »
How to Maximize Your Dedicated Server: Node.js 22 & PM2 Production Setup
Medium · DevOps ☁️ DevOps & Cloud ⚡ AI Lesson 2w ago
How to Maximize Your Dedicated Server: Node.js 22 & PM2 Production Setup
Stop wasting your CPU cores. Learn how to deploy a resilient, multi-core Node.js architecture. Continue reading on Medium »
2 A.M., Two Engineers, and a Database on Fire: A Real SRE War Story
Medium · DevOps ☁️ DevOps & Cloud ⚡ AI Lesson 2w ago
2 A.M., Two Engineers, and a Database on Fire: A Real SRE War Story
One query. A production database on its knees. Here’s how we survived it and what it taught me about the gap between knowing systems and… Continue reading on Me
AI-Era Incident Response on AWS
Medium · DevOps ☁️ DevOps & Cloud ⚡ AI Lesson 2w ago
AI-Era Incident Response on AWS
It’s 2:17 a.m. PagerDuty says checkout is failing. You have CloudWatch, Logs Insights, the last deploy in GitHub Actions, and Slack open… Continue reading on Me
Medium · Python ☁️ DevOps & Cloud ⚡ AI Lesson 2w ago
Codes for Linux users
Some of the codes are given below. The non user of Linux can avoid this read. Continue reading on Medium »
AWS DevOps Agent: Deep Dive — Autonomous Incident Investigation and Prevention for Production…
Medium · DevOps ☁️ DevOps & Cloud ⚡ AI Lesson 2w ago
AWS DevOps Agent: Deep Dive — Autonomous Incident Investigation and Prevention for Production…
This article covers AWS DevOps Agent — the ops-focused autonomous incident agent. Continue reading on Medium »
How to Connect a GoDaddy Domain to Your Vercel App
Medium · DevOps ☁️ DevOps & Cloud ⚡ AI Lesson 2w ago
How to Connect a GoDaddy Domain to Your Vercel App
Step 1: Buy Domain on GoDaddy Continue reading on Medium »
Building a GCP-Like Environment on a Home Cluster
Medium · DevOps ☁️ DevOps & Cloud ⚡ AI Lesson 2w ago
Building a GCP-Like Environment on a Home Cluster
I’ve been running a homelab for about 10 years now. I like the convenience of public clouds, but I don’t trust relying entirely on some… Continue reading on Med
Local Platform Engineering on Your Laptop | vind, Sveltos and ArgoCD
Medium · DevOps ☁️ DevOps & Cloud ⚡ AI Lesson 3w ago
Local Platform Engineering on Your Laptop | vind, Sveltos and ArgoCD
I’m not new to Kubernetes. Certified my way through most of what the CNCF has to offer. And yet this specific setup, a proper local… Continue reading on Medium
GitOps Needs Break Glass
Medium · DevOps ☁️ DevOps & Cloud ⚡ AI Lesson 3w ago
GitOps Needs Break Glass
Declarative delivery is great. Production incidents do not give rats ass about your philosophy. Continue reading on Medium »
Vibe Coding vs Real Full-Stack Development: The Production Gap
Medium · DevOps ☁️ DevOps & Cloud ⚡ AI Lesson 3w ago
Vibe Coding vs Real Full-Stack Development: The Production Gap
“Frontend + Backend” is no longer enough to call yourself full-stack. Continue reading on Medium »
Understanding Kubernetes RBAC Structure: Roles, Permissions, API Verbs, PATCH Access, and Special…
Medium · DevOps ☁️ DevOps & Cloud ⚡ AI Lesson 3w ago
Understanding Kubernetes RBAC Structure: Roles, Permissions, API Verbs, PATCH Access, and Special…
One of the first things engineers learn in Kubernetes is: Continue reading on Medium »
Is the JVM Dead in the Cloud Era? Migrating Spring Boot to GraalVM Native Images
Medium · DevOps ☁️ DevOps & Cloud ⚡ AI Lesson 3w ago
Is the JVM Dead in the Cloud Era? Migrating Spring Boot to GraalVM Native Images
I asked myself this question seriously for the first time while staring at a Kubernetes node utilisation dashboard at eleven o’clock on a… Continue reading on M
Stop Learning These DevOps Tools in 2026. They Are Already Dead.
Medium · DevOps ☁️ DevOps & Cloud ⚡ AI Lesson 3w ago
Stop Learning These DevOps Tools in 2026. They Are Already Dead.
Most DevOps roadmaps on the internet are outdated. The courses are old, the tool recommendations are stale, and nobody tells you which… Continue reading on Medi
The Day an RDS Database Refused Only One Server
Medium · DevOps ☁️ DevOps & Cloud ⚡ AI Lesson 3w ago
The Day an RDS Database Refused Only One Server
There are few things more frustrating in infrastructure debugging than a problem that makes absolutely no sense. Continue reading on Medium »
Enterprise Monitoring: Upgrading Zabbix Infrastructure and Integrating Cisco 9800 WLC SNMP…
Medium · DevOps ☁️ DevOps & Cloud ⚡ AI Lesson 3w ago
Enterprise Monitoring: Upgrading Zabbix Infrastructure and Integrating Cisco 9800 WLC SNMP…
Managing an enterprise network infrastructure requires absolute visibility. When you are responsible for monitoring hundreds of switches… Continue reading on Me
Bir Data Scientist & AI Engineer’ın Docker ve Ağ ile İlk Teması
Medium · Data Science ☁️ DevOps & Cloud ⚡ AI Lesson 3w ago
Bir Data Scientist & AI Engineer’ın Docker ve Ağ ile İlk Teması
Veriyle aram hep iyiydi. Ama ürünü gerçek dünyaya çıkarma sırası gelince, hiç bilmediğim bir dünyayla karşılaştım: container’lar, portlar… Continue reading on M
When Your Automations Start Growing Up, Your Infrastructure Has to Grow Too
Medium · DevOps ☁️ DevOps & Cloud ⚡ AI Lesson 3w ago
When Your Automations Start Growing Up, Your Infrastructure Has to Grow Too
Most automation projects start small. Continue reading on Medium »
Deploying a Scalable Web Architecture on AWS: ALB + EC2 + Nginx
Medium · DevOps ☁️ DevOps & Cloud ⚡ AI Lesson 3w ago
Deploying a Scalable Web Architecture on AWS: ALB + EC2 + Nginx
A hands on walkthrough of building a production-ready load-balanced infrastructure from scratch Continue reading on Medium »
Terraform 1.15 — Everything That Changed and Why It Actually Matters
Medium · DevOps ☁️ DevOps & Cloud ⚡ AI Lesson 3w ago
Terraform 1.15 — Everything That Changed and Why It Actually Matters
Terraform 1.15 is not a single-headline release. It ships six distinct features that collectively solve problems engineers have complained… Continue reading on
Medium · DevOps ☁️ DevOps & Cloud ⚡ AI Lesson 3w ago
I Built a Script That Hardens a Linux Server Automatically — Here’s How
When you spin up a fresh Ubuntu server, it comes insecure by default. Root login is enabled. SSH accepts passwords. There is no firewall… Continue reading on Me
How a Silent Upstream Dependency Upgrade Broke My Kubernetes Microservice
Medium · Python ☁️ DevOps & Cloud ⚡ AI Lesson 3w ago
How a Silent Upstream Dependency Upgrade Broke My Kubernetes Microservice
It is an experience every software engineer knows all too well: you make a completely unrelated minor enhancement, trigger a standard… Continue reading on Mediu
Series : The Machine Underneath — Part 4 : I Used Docker for a Year Before I Understood What It…
Medium · Python ☁️ DevOps & Cloud ⚡ AI Lesson 3w ago
Series : The Machine Underneath — Part 4 : I Used Docker for a Year Before I Understood What It…
I’ll be honest. For a long time, my mental model of Docker was: it’s packaging. Continue reading on Medium »
Series : The Machine Underneath — Part 4 : I Used Docker for a Year Before I Understood What It…
Medium · DevOps ☁️ DevOps & Cloud ⚡ AI Lesson 3w ago
Series : The Machine Underneath — Part 4 : I Used Docker for a Year Before I Understood What It…
I’ll be honest. For a long time, my mental model of Docker was: it’s packaging. Continue reading on Medium »
Build an AI-Powered Dockerfile Generator Using Ollama and Gemini API
Medium · DevOps ☁️ DevOps & Cloud ⚡ AI Lesson 3w ago
Build an AI-Powered Dockerfile Generator Using Ollama and Gemini API
Writing Dockerfiles is one of the first skills every DevOps engineer learns. Continue reading on Medium »
Building a Real-Time R2 Download Alert System for Bittensor Mining — The Full Engineering Journey
Medium · DevOps ☁️ DevOps & Cloud ⚡ AI Lesson 3w ago
Building a Real-Time R2 Download Alert System for Bittensor Mining — The Full Engineering Journey
Every dead end, every traceback, every fix — from zero to a working Telegram notification system for Cloudflare R2 Continue reading on Medium »
How I Used Clasp, Claude, and Google Sheets to Build Apps Script Projects Locally
Medium · JavaScript ☁️ DevOps & Cloud ⚡ AI Lesson 3w ago
How I Used Clasp, Claude, and Google Sheets to Build Apps Script Projects Locally
Many of you know that I am a teacher. I am also a creator and builder. I like building tools that help me do my work better. Continue reading on Medium »
From “Fort Knox” to Internet Fallback: The Evolution of Azure Private Endpoint DNS
Medium · DevOps ☁️ DevOps & Cloud ⚡ AI Lesson 3w ago
From “Fort Knox” to Internet Fallback: The Evolution of Azure Private Endpoint DNS
If you’ve been building enterprise Azure environments for a few years, you remember when PaaS networking was simple: absolutely no public… Continue reading on M
Two Data Centers. One Storm. Zero Excuses.
Medium · DevOps ☁️ DevOps & Cloud ⚡ AI Lesson 3w ago
Two Data Centers. One Storm. Zero Excuses.
The Deployment Strategy That Decides Whether Your IROPS App Survives or Collapses. Continue reading on Medium »
Certified Site Reliability Professional: Strengthening Reliability in Cloud-Native Systems
Medium · DevOps ☁️ DevOps & Cloud ⚡ AI Lesson 3w ago
Certified Site Reliability Professional: Strengthening Reliability in Cloud-Native Systems
Introduction: Why Reliability Engineering Has Become a Core Requirement Continue reading on Medium »
The 10-Line Script That Saved My Friday Nights
Medium · DevOps ☁️ DevOps & Cloud ⚡ AI Lesson 3w ago
The 10-Line Script That Saved My Friday Nights
I used to spend my Friday nights fixing bugs that should have been caught on Tuesday. Continue reading on Medium »
Kubernetes RBAC: The Complete Guide to Securing Your Cluster Self-Hosted.
Medium · DevOps ☁️ DevOps & Cloud ⚡ AI Lesson 3w ago
Kubernetes RBAC: The Complete Guide to Securing Your Cluster Self-Hosted.
When you first bring up a Kubernetes cluster whether you spun it up on bare metal with kubeadm, provisioned it through KOPS on AWS, or… Continue reading on Medi
Your Observability Stack May Be Costing More Than Your Outages.
Medium · DevOps ☁️ DevOps & Cloud ⚡ AI Lesson 3w ago
Your Observability Stack May Be Costing More Than Your Outages.
Many teams spend heavily maintaining: Continue reading on Medium »
Zero-Downtime Kubernetes Deployments — The Difference Between “Works in Dev” and Production-Grade…
Medium · DevOps ☁️ DevOps & Cloud ⚡ AI Lesson 3w ago
Zero-Downtime Kubernetes Deployments — The Difference Between “Works in Dev” and Production-Grade…
Modern applications are expected to be available 24/7. Users don’t care that a deployment is happening in the background — they simply… Continue reading on Medi
Kubernetes 1.36 “Haru”: What’s New In This Release
Medium · DevOps ☁️ DevOps & Cloud ⚡ AI Lesson 3w ago
Kubernetes 1.36 “Haru”: What’s New In This Release
Key updates in DRA, gang scheduling, user namespaces, and Kubernetes stability enhancements Continue reading on Curious Devs Corner »
How We Scaled Change Management to 30+ Environments Without a DevOps Team
Medium · DevOps ☁️ DevOps & Cloud ⚡ AI Lesson 3w ago
How We Scaled Change Management to 30+ Environments Without a DevOps Team
By Emmanuel Pot, Senior Manager, Engineering, WarpStream Continue reading on Medium »
Pourquoi votre tâche cron ne s’exécute jamais (et comment ne plus vous planter)
Medium · JavaScript ☁️ DevOps & Cloud ⚡ AI Lesson 3w ago
Pourquoi votre tâche cron ne s’exécute jamais (et comment ne plus vous planter)
Vous avez déjà passé une heure à debugger un cron job silencieux ? Moi oui. Plusieurs fois. Continue reading on Medium »
End-to-End Observability for Kubernetes Microservices with OpenTelemetry Protocol (OTLP): A…
Medium · DevOps ☁️ DevOps & Cloud ⚡ AI Lesson 3w ago
End-to-End Observability for Kubernetes Microservices with OpenTelemetry Protocol (OTLP): A…
A complete walkthrough — from the basics of OTLP to production-grade implementation, including advanced patterns like tail sampling, mTLS… Continue reading on M
I Broke My Proxmox Home Lab with a GPU Passthrough — Here’s How I Fixed It
Medium · DevOps ☁️ DevOps & Cloud ⚡ AI Lesson 3w ago
I Broke My Proxmox Home Lab with a GPU Passthrough — Here’s How I Fixed It
How a Kubernetes worker VM with a passed-through AMD GPU sent my entire home lab into an infinite crash loop — and the GRUB-level trick… Continue reading on Med
The Technology I Was Wrong About
Medium · DevOps ☁️ DevOps & Cloud ⚡ AI Lesson 3w ago
The Technology I Was Wrong About
“Docker is just hype. We don’t need it.” Continue reading on Medium »
GitHub Copilot for DevOps
Medium · DevOps ☁️ DevOps & Cloud ⚡ AI Lesson 3w ago
GitHub Copilot for DevOps
Hey folks ! Today I want to share something I have been hands-on with for a while now, and honestly it’s changed the way I approach DevOps… Continue reading on
Azure Container Registry Tasks: The CLI Commands You Need To Know
Medium · DevOps ☁️ DevOps & Cloud ⚡ AI Lesson 3w ago
Azure Container Registry Tasks: The CLI Commands You Need To Know
I use Azure Container Registry Tasks to build Docker images in a serverless way. Instead of running image builds on my own build agents, I… Continue reading on
The Docker Caching Mistake That Makes Every Build Feel Slow
Medium · DevOps ☁️ DevOps & Cloud ⚡ AI Lesson 3w ago
The Docker Caching Mistake That Makes Every Build Feel Slow
Docker and caching. seems like a superficial topic, but it turns out most people don’t really understand why their build takes so much time Continue reading on
Gitea: The Ultimate GitHub Alternative for Your Home Lab?
Medium · DevOps ☁️ DevOps & Cloud ⚡ AI Lesson 3w ago
Gitea: The Ultimate GitHub Alternative for Your Home Lab?
A lightweight, lightning-fast alternative to GitLab for Kubernetes home labs using Gitea Actions. Continue reading on Medium »