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

Dev.to · Vincent
☁️ DevOps & Cloud
⚡ AI Lesson
53m ago
Surviving N4 stockouts in GKE
The problem I ran into I was bringing up the startup infrastructure for a solution...
Medium · Programming
☁️ DevOps & Cloud
⚡ AI Lesson
3h ago
How One Wrong Timezone Broke a Production Release
One of the most stressful production issues I’ve ever dealt with wasn’t caused by a database outage. Continue reading on Medium »

Medium · DevOps
☁️ DevOps & Cloud
⚡ AI Lesson
6h 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
6h 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
6h 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
7h 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
7h 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 »

Dev.to · Sable Quinn
☁️ DevOps & Cloud
⚡ AI Lesson
9h ago
Why Your Emails Go to Spam (And How to Fix It with Postfix)
You spent hours setting up your Linux mail server. You send a test email. It vanishes into spam....

Dev.to · Sailee Shingare
☁️ DevOps & Cloud
⚡ AI Lesson
10h ago
What is Kubernetes? Container Orchestration Explained
By Sailee Shingare | M.S. in Computer Science, Northern Illinois University (NIU) In the last post,...

Medium · DevOps
☁️ DevOps & Cloud
⚡ AI Lesson
11h ago
The Django Docker Setup I Use in Every Production Project (2026 Edition)
Every New Project, Same First Hour Continue reading on Medium »

Dev.to · Sailee Shingare
☁️ DevOps & Cloud
⚡ AI Lesson
11h ago
What is Docker? Containerization Made Simple
By Sailee Shingare | M.S. in Computer Science, Northern Illinois University (NIU) In the last post,...

Dev.to · DarkEdges
☁️ DevOps & Cloud
⚡ AI Lesson
12h ago
VEX demo update: adding Docker Scout attestations (and three new gotchas)
This is a follow-up to From 70 CVEs to 0: a hands-on VEX suppression workflow with Trivy. The...

Dev.to · Steven Wallace
☁️ DevOps & Cloud
⚡ AI Lesson
13h ago
I Built a Spaced Repetition Flashcard App and Deployed It to Azure for $5/month
A couple of years ago, I built a custom flashcard app. I had a huge list of words and sentences in...

Medium · DevOps
☁️ DevOps & Cloud
⚡ AI Lesson
13h 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 »

Dev.to · tokenmixai
☁️ DevOps & Cloud
⚡ AI Lesson
13h ago
I Checked Why Claude Fable 5 Was Suspended 4 Days After Launch. This Is Not an Outage.
Claude Fable 5 and Mythos 5 were suspended after a US export directive. I dug through the official statement and status page; the real lesson is production rout

Medium · DevOps
☁️ DevOps & Cloud
⚡ AI Lesson
15h 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
16h 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

Dev.to · Ali Maher
☁️ DevOps & Cloud
⚡ AI Lesson
18h ago
Your MCP server will drift from your app. Here's a build gate that stops it.
Draft When I added an MCP server to RyTask (an open-source project tracker), I made one...
Medium · DevOps
☁️ DevOps & Cloud
⚡ AI Lesson
18h 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
19h 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
20h 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
20h 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
1d 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
1d 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 »

Dev.to · Daniel Stolf
☁️ DevOps & Cloud
⚡ AI Lesson
1d ago
The Terraform hook
The most dangerous moment in AI-assisted development isn’t when the model gets something wrong. Like...

Medium · DevOps
☁️ DevOps & Cloud
⚡ AI Lesson
1d 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
1d 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
Dev.to · Lyra
☁️ DevOps & Cloud
⚡ AI Lesson
1d ago
Stop Hand-Editing Fragile APT Lines: Practical deb822 `.sources` Files for Debian and Ubuntu
A practical guide to migrating from legacy one-line APT entries to deb822 .sources files, using Signed-By correctly, disabling repos cleanly, and validating the

Dev.to · Mohamed Ismail
☁️ DevOps & Cloud
⚡ AI Lesson
1d ago
⚡ I Built a Tool That Saves Me 5 Minutes Every Morning
Every morning I open my laptop, start the backend, start the frontend, open a db tab, open a git tab....

Dev.to · Dimas Rangga
☁️ DevOps & Cloud
⚡ AI Lesson
1d ago
Nix Series: Basic Nix Language
Pada series sebelumnya, kita sudah melakukan instalasi nix di VirtualBox dan setup SSH agar dapat...

Dev.to · Evan Cates
☁️ DevOps & Cloud
⚡ AI Lesson
1d ago
How Claude Code Hooks Work: A Practical Guide to PreToolUse Gates
How PreToolUse hooks intercept tool calls in Claude Code, how exit codes block dangerous commands, and patterns for secret scanning and command gating.

Dev.to · Sijan Bhusal
☁️ DevOps & Cloud
⚡ AI Lesson
1d ago
I Built a Git Sync Tool for My Obsidian Vault
I Built a Git Sync Tool for My Obsidian Vault You write notes, you save them, you forget...

Dev.to · Yogesh VK
☁️ DevOps & Cloud
⚡ AI Lesson
1d ago
Using AWS DevOps Agent with Terraform and CI/CD Pipelines
There’s no shortage of AI tools claiming to improve software delivery. Most of them focus on code...

Dev.to · Apogee Watcher
☁️ DevOps & Cloud
⚡ AI Lesson
1d ago
Lighthouse CI vs Managed Monitoring: Build vs Buy for Agencies
Lighthouse CI is free and CI-native, but agency portfolios outgrow DIY scripts fast. Compare build vs buy for PageSpeed monitoring: maintenance, client reportin

Medium · DevOps
☁️ DevOps & Cloud
⚡ AI Lesson
1d 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
1d 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
1d 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
1d 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 »

Dev.to · zerodrop
☁️ DevOps & Cloud
⚡ AI Lesson
1d ago
MailHog Alternatives for CI Pipelines in 2026
MailHog was the go-to fake SMTP server for years. It's simple, free, and gets the job done locally....

Dev.to · Denis Toropov
☁️ DevOps & Cloud
⚡ AI Lesson
1d ago
Transactional Outbox with Kafka: How to Stop Losing Events When Syncing Databases
Transactional Outbox with Kafka: How to Stop Losing Events When Syncing Databases When you...

Medium · DevOps
☁️ DevOps & Cloud
⚡ AI Lesson
1d 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
1d 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
2d 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
2d 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
2d 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 »
Dev.to AI
☁️ DevOps & Cloud
⚡ AI Lesson
2d ago
Scarab Diagnostic Field Test #024 — pnpm CAFS TMPDIR Socket Budget Boundary
Target: pnpm/pnpm Issue: pnpm/pnpm#12222 PR: pnpm/pnpm#12327 Field Lab: https://github.com/scarab-systems/scarab-field-lab This field test targeted a pnpm insta

Reddit r/devops
☁️ DevOps & Cloud
⚡ AI Lesson
2d 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

Forbes Innovation
☁️ DevOps & Cloud
⚡ AI Lesson
2d ago
Shipping Code Got Cheap—Now What?
When shipping is cheap, you can run far more experiments—but you have to learn from them.
DeepCamp AI