Tech Skills
DevOps & Cloud
CI/CD, Docker, Kubernetes, AWS, GCP, Azure, monitoring and infrastructure as code
Skills in this topic
6 skills — Sign in to track your progress
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
Medium · DevOps
☁️ DevOps & Cloud
⚡ AI Lesson
8h ago
Day 2: The 2:00 AM Incident — Using MTR to Solve a Transatlantic Networking Crisis
Yesterday, on Day 1, we broke down the gold-standard 5-step connectivity flow to isolate issues step-by-step from your local machine to… Continue reading on Med
Medium · DevOps
☁️ DevOps & Cloud
⚡ AI Lesson
10h ago
Apple’s New Container Tool: Running Linux on Mac Without Docker Desktop
A Fresh Way to Handle Containers on Your Mac Continue reading on Medium »

Medium · DevOps
☁️ DevOps & Cloud
⚡ AI Lesson
17h ago
Blue-Green Deployments in Kubernetes: How Traffic Switches Without Downtime
A payment company I know runs a deployment that takes exactly four seconds. Continue reading on Medium »

Medium · DevOps
☁️ DevOps & Cloud
⚡ AI Lesson
22h ago
Why Governance Cannot See Computation
The structural blind spot at the center of digital policy — and the architecture built to close it. Continue reading on Medium »

Medium · DevOps
☁️ DevOps & Cloud
⚡ AI Lesson
1d ago
What Interviewers Expect From Jenkins in 2026
50+ Jenkins Questions That Reveal Whether You Can Handle Enterprise CI/CD Platforms Continue reading on Medium »

Medium · DevOps
☁️ DevOps & Cloud
⚡ AI Lesson
1d ago
Hub & Spoke Vending Machine: Architecting a Zero-Touch AWS Landing Zone with Terragrunt
AWS makes it easy to get started. You click a button, you have a VPC, you deploy something, it usually works. But three months later, you… Continue reading on T
Medium · DevOps
☁️ DevOps & Cloud
⚡ AI Lesson
1d ago
A Complete EKS Course Built in 30 Days — Open Source, Battle-Tested, Free
Most EKS tutorials stop at “deploy nginx.” Real production needs security hardening, GitOps pipelines, disaster recovery, and auto-scaling… Continue reading on

Medium · DevOps
☁️ DevOps & Cloud
⚡ AI Lesson
1d ago
Beyond Stashing: Scaling Development with Git Worktrees
Every developer knows the “context-switching tax.” You’re deep into a complex feature, files are open, dependencies are installed, and… Continue reading on Medi
Medium · Python
☁️ DevOps & Cloud
⚡ AI Lesson
1d ago
Stop Staring at Cron Expressions: Airflow Just Got a Google Calendar Upgrade
Discover the missing visual calendar that finally lets you manage cron and timedelta DAGs like a human. Continue reading on Data Engineer Things »

Medium · DevOps
☁️ DevOps & Cloud
⚡ AI Lesson
1d ago
100+ SRE Commands You’ll Actually Use Every Day
A practical handbook for DevOps Engineers, Platform Engineers, and SREs who manage production systems daily. ☸️☁️ Continue reading on Medium »
Medium · DevOps
☁️ DevOps & Cloud
⚡ AI Lesson
1d ago
Zero-Downtime Schema Migrations: Changing the Engine While It’s Running ( Part5 )
Your cluster is available, scalable, fast, and backed up. Now you need to add one column — without taking it all down. Continue reading on Medium »
Medium · DevOps
☁️ DevOps & Cloud
⚡ AI Lesson
1d ago
Kubernetes pour les développeurs Java/Angular : le B.A.-BA
Pas de jargon inutile, pas de théorie abstraite. Juste les concepts qu’il faut maîtriser pour comprendre ce qui se passe quand tu fais… Continue reading on Medi

Medium · DevOps
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⚡ AI Lesson
1d ago
10 CLI Tools Worth Installing Right Now
Tools I actually keep on every machine I work on. Continue reading on Medium »

Medium · DevOps
☁️ DevOps & Cloud
⚡ AI Lesson
1d ago
From IPv4 Exhaustion to IPv6 at Scale: How We Migrated Our AWS EKS Platform
A deep-dive into RFC1918 address exhaustion, dual-stack infrastructure, and the tricky EKS launch template bug that almost stopped us. Continue reading on Mediu

Medium · DevOps
☁️ DevOps & Cloud
⚡ AI Lesson
1d ago
Wazuh Ansible Series Part 1: How to Deploy Wazuh with Ansible
A practical guide to building a maintainable Wazuh deployment repository using upstream roles, wrapper roles, and inventory-driven files. Continue reading on Me

Medium · LLM
☁️ DevOps & Cloud
⚡ AI Lesson
1d ago
OpenClaw and Virtualisation Infrastructure — Talking to Harvester HCI Like a Human
I have a two-node Harvester cluster and It runs VMs, manages storage and handles whatever workloads I throw at it. Continue reading on Medium »

Medium · Python
☁️ DevOps & Cloud
⚡ AI Lesson
2d ago
Connecting Python to a MySQL Docker Container: A Complete From-Scratch Guide
When starting out in DevOps or backend development, one of the most important milestones is learning how to make an application talk to an… Continue reading on

Medium · DevOps
☁️ DevOps & Cloud
⚡ AI Lesson
2d ago
Connecting Python to a MySQL Docker Container: A Complete From-Scratch Guide
When starting out in DevOps or backend development, one of the most important milestones is learning how to make an application talk to an… Continue reading on
Medium · DevOps
☁️ DevOps & Cloud
⚡ AI Lesson
2d ago
What is CI/CD? Automate Your Way to Faster Deployments
By Sailee Shingare | M.S. in Computer Science, Northern Illinois University (NIU) Continue reading on Medium »

Medium · DevOps
☁️ DevOps & Cloud
⚡ AI Lesson
2d ago
A for Loop Skipped 23 Files and Called It a Successful Backup
An unquoted loop variable backed up 847 files perfectly on my machine and silently skipped 23 on the production share — the 23 with spaces… Continue reading on

Medium · DevOps
☁️ DevOps & Cloud
⚡ AI Lesson
2d ago
DevOps: Hybrid-IaC Automated Solution for HTML Website & PyApp w/ Terraform, AWS CloudFront+OAC…
This is Part 2 of the complete scenario and project I went over in great detail in my last publication. Save for some areas focusing on… Continue reading on Med

Medium · DevOps
☁️ DevOps & Cloud
⚡ AI Lesson
2d ago
Migrating a 20TB Live Production Server: Planning, Ownership, and the Engineering Mindset Behind It
Six months into my first role as a DevOps engineer, I owned the end-to-end migration of a live production bare-metal server. Continue reading on Medium »

Medium · DevOps
☁️ DevOps & Cloud
⚡ AI Lesson
2d ago
Running Kubernetes on Apple Silicon — VM-Isolated Nodes, Local AI, and a Realistic Verdict
A practical walkthrough of kiac, kubectl-ai, Ollama, and Gemini on an M3 MacBook Pro Continue reading on Medium »

Medium · DevOps
☁️ DevOps & Cloud
⚡ AI Lesson
2d ago
How to Use Ollama MiniMax with Claude Code When Out of Usage Credits?
We’ve all been there. You are deep in the zone, refactoring a complex codebase, and Claude Code is hitting every single nail on the head… Continue reading on Me

Medium · DevOps
☁️ DevOps & Cloud
⚡ AI Lesson
3d ago
Top Regression Testing Tools for Agile and DevOps Teams
Modern software development has changed dramatically over the past decade. Agile methodologies, DevOps practices, CI/CD pipelines… Continue reading on Medium »
Medium · DevOps
☁️ DevOps & Cloud
⚡ AI Lesson
3d ago
Stop Putting Passwords in Your Ansible Playbooks: A Beginner’s Guide to Secure Secrets
From plaintext to production-grade — SSH keys, Ansible Vault, and Conjur explained simply Continue reading on Medium »

Medium · DevOps
☁️ DevOps & Cloud
⚡ AI Lesson
3d ago
The Django Docker Setup I Use in Every Production Project (2026 Edition)
Every New Project, Same First Hour Continue reading on Medium »

Medium · DevOps
☁️ DevOps & Cloud
⚡ AI Lesson
3d ago
From “Autocomplete on Steroids” to “Digital Teammate”: The DevOps/SRE AI Evolution
In the world of DevOps and SRE, we’ve spent years building complex CI/CD pipelines and observability dashboards. Continue reading on Medium »

Medium · DevOps
☁️ DevOps & Cloud
⚡ AI Lesson
3d ago
OIDC vs IRSA: The Mental Model I Wish I’d Had From Day One
How I stopped confusing identity federation patterns while wiring up GitHub Actions, EKS, AWS Secrets Manager, and HashiCorp Vault. Continue reading on Medium »

Medium · DevOps
☁️ DevOps & Cloud
⚡ AI Lesson
3d ago
Day 24 of My Cloud Engineering Journey: Exploring Linux Core Concepts and the Boot Process
Today I continued building my Linux foundation by diving deeper into Linux core concepts and understanding what happens behind the scenes… Continue reading on M
Medium · DevOps
☁️ DevOps & Cloud
⚡ AI Lesson
3d ago
The Azure Fabric Migration Guide Nobody Wrote (Until Now)
Microsoft’s documentation for Fabric is excellent for greenfield deployments. It is not written for teams migrating from existing Azure… Continue reading on Med

Medium · DevOps
☁️ DevOps & Cloud
⚡ AI Lesson
3d ago
GitOps with ArgoCD: What Breaks in Production That No Tutorial Prepares You For
Three real production failures on a multi-cloud Kubernetes payment platform and what I fixed after each one Continue reading on Medium »

Medium · DevOps
☁️ DevOps & Cloud
⚡ AI Lesson
3d ago
The Managed Hosting Exit of 2026: Why Agencies Are Moving Beyond Per-Site Hosting Economics
Managed WordPress hosting is not disappearing. But for agencies managing growing client portfolios, the old per-site pricing model is… Continue reading on Mediu

Medium · DevOps
☁️ DevOps & Cloud
⚡ AI Lesson
3d ago
On-Call in 2026 Still Sucks — Here’s the Exact Playbook That Reduced My Pager Nights by 70%
I’ve been on-call for 8 years across 12 different companies. These are the systems, commands, and brutal lessons that turned constant… Continue reading on T3CH

Medium · DevOps
☁️ DevOps & Cloud
⚡ AI Lesson
3d ago
The Asynchronous Pipeline: Using GitHub Variables as a Lightweight State Machine
Every DevOps engineer eventually runs into the “fire-and-forget” problem. You have a modular microservices architecture, or a decoupled… Continue reading on Med
Medium · DevOps
☁️ DevOps & Cloud
⚡ AI Lesson
3d ago
12 Bash One-Liners That Actually Solved Production Incidents
solve problems across Linux servers, Docker hosts, Kubernetes clusters, and Git repositories Continue reading on Medium »

Medium · DevOps
☁️ DevOps & Cloud
⚡ AI Lesson
3d ago
Deploying MetalLB via Helm: Layer 2 and BGP Configurations
Unlock enterprise-grade networking and assign external IPs to your local cluster using Layer 2 or BGP routing. Continue reading on Medium »

Medium · DevOps
☁️ DevOps & Cloud
⚡ AI Lesson
3d ago
The Traffic Cops: Load Balancers, Reverse Proxies, and API Gateways
In our previous post on Vertical vs. Horizontal Scaling, we established a fundamental rule for highly available cloud infrastructure: your… Continue reading on

Medium · DevOps
☁️ DevOps & Cloud
⚡ AI Lesson
4d ago
Minimalist EKS: The Hard Way Too
Deploying EKS into an Existing VPC with eksctl and Terraform Continue reading on Medium »

Medium · DevOps
☁️ DevOps & Cloud
⚡ AI Lesson
4d ago
Day 164 — OpenTelemetry Collector Processors: The Control Layer of Your Observability Pipeline
12th June 2026 ,Netherlands — Modern observability is no longer just about collecting logs, metrics, and traces. Collection is only the… Continue reading on Med

Medium · DevOps
☁️ DevOps & Cloud
⚡ AI Lesson
4d ago
Free CIDR Calculator Tool for Cloud-Network Engineers (Subnet Made Easy)
Subnetting and CIDR calculations are essential for Cloud and Network Engineers, DevOps professionals, and IT students. Continue reading on Medium »

Medium · DevOps
☁️ DevOps & Cloud
⚡ AI Lesson
4d ago
Day 23 of My Cloud Engineering Journey: Getting Comfortable with Linux and the Bash Shell
Today I continued building my Linux foundation by working directly in the command line and learning more about the Bash shell. Continue reading on Medium »

Medium · DevOps
☁️ DevOps & Cloud
⚡ AI Lesson
4d ago
Kubernetes, Explained: Complete Beginner’s Guide
From bare-metal servers to orchestrated microservices — everything you need to understand K8s from the ground up. Continue reading on Medium »

Medium · DevOps
☁️ DevOps & Cloud
⚡ AI Lesson
4d ago
The Ultimate DevOps Handbook: 120+ Essential Concepts Every Engineer Should Know
Beginner to Advanced Guide to Modern DevOps, CI/CD, Infrastructure as Code, Git, Testing, and Configuration Management (Part 1) Continue reading on Medium »

Medium · DevOps
☁️ DevOps & Cloud
⚡ AI Lesson
4d ago
How to deploy to Vercel Hobby from a shared private repo
I’m doing my IT right now, and one of the things I picked up was building a small admin dashboard to track stuff at work. Nothing fancy… Continue reading on Med

Medium · DevOps
☁️ DevOps & Cloud
⚡ AI Lesson
4d ago
Stop Writing Cron Jobs. Use a systemd Timer.
A field guide to systemd timers: OnCalendar syntax, missed-run persistence, journald log retention — and what cron can’t match. Continue reading on Medium »

Medium · DevOps
☁️ DevOps & Cloud
⚡ AI Lesson
4d ago
Queue It Up: Mastering RabbitMQ with Real-Life Hacks & Pro Tips
Picture this: Black Friday, 11:58 PM. Your e-commerce site is doing 50,000 orders per minute. The payment service is drowning. The… Continue reading on Medium »

Reddit r/devops
☁️ DevOps & Cloud
⚡ AI Lesson
4d ago
I truly don't see the point.
Have we been lied to this entire time? submitted by <a href="https://www.reddit.com/user/Complete-Sea66
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