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
1mo ago
Is OpenTofu the heir of Terraform?
The Infrastructure as Code landscape is quite dynamic in 2026, and the advent of OpenTofu is something that shouldn’t be underestimated. Continue reading on Med

Medium · DevOps
☁️ DevOps & Cloud
⚡ AI Lesson
1mo ago
Your Load Test Passed. Your Server Crashed. Here’s Why (Little’s Law Fix Inside)
Little’s Law is simple. 99% of engineers plug in the wrong number — or the right number in the wrong conditions. Here’s how to fix your… Continue reading on Med

Medium · DevOps
☁️ DevOps & Cloud
⚡ AI Lesson
1mo ago
The AWS Bill Is a Horror Movie. I Tried to Fix That with that self-invented tool.
And then discovered my fix had bugs. Continue reading on AWS in Plain English »
Medium · DevOps
☁️ DevOps & Cloud
⚡ AI Lesson
1mo ago
SwiftDeploy: Building a Policy-Gated, Observable Deployment Tool with Go, Docker, Nginx, and OPA
# SwiftDeploy Stage 4B: Building Observability, Policy Enforcement, and Auditability Into a Deployment Tool Continue reading on Medium »

Medium · DevOps
☁️ DevOps & Cloud
⚡ AI Lesson
1mo ago
The Holy Grail of Development Environments: My Journey to Nix
How I moved from Docker and custom Bash scripts to Nix Flakes to achieve the same configuration and environment locally, in the cloud, and… Continue reading on

Medium · DevOps
☁️ DevOps & Cloud
⚡ AI Lesson
1mo ago
How to Run Ubuntu on Your Computer: VirtualBox, Dual Boot, and WSL — Which One is Right for You?
A complete beginner’s guide to all three methods — with honest pros, cons, and recommendations Continue reading on Medium »

Medium · DevOps
☁️ DevOps & Cloud
⚡ AI Lesson
1mo ago
Part -3 Jenkins Tutorial 2026: The Complete Guide to CI/CD, Pipelines, Plugins & DevOps…
Learn Jenkins from zero to hero — installation, jobs, plugins, nodes, security, integrations (Git, Docker, AWS, SonarQube, Selenium)… Continue reading on Medium

Medium · DevOps
☁️ DevOps & Cloud
⚡ AI Lesson
1mo ago
Top 10 Kubernetes Management Tools in 2026
Top 10 Kubernetes Management Tools in 2026: As Kubernetes becomes the de facto standard for cloud-native infrastructure, the challenges… Continue reading on Med

Medium · DevOps
☁️ DevOps & Cloud
⚡ AI Lesson
1mo ago
Top 10 Platform Engineering Tools Powering Internal Developer Platforms
The era of every developer team building and maintaining their own bespoke CI/CD pipelines, configuring their own Kubernetes clusters, and… Continue reading on

Medium · DevOps
☁️ DevOps & Cloud
⚡ AI Lesson
1mo ago
On-Call Rotation Lessons After 50+ Night Incidents
A personal retrospective on sleep, stress, and the tooling that saved my sanity. Continue reading on Medium »

Medium · DevOps
☁️ DevOps & Cloud
⚡ AI Lesson
1mo ago
I Gave My AI Server Access. It Became A Great DevOps Partner.
Exploring the side of vibe coding nobody is writing about Continue reading on Medium »

Medium · DevOps
☁️ DevOps & Cloud
⚡ AI Lesson
1mo ago
Build a Production-Grade Live Streaming Origin Server
Escape the myths. Deploy a brutally honest self-hosted streaming engine using strict security and optimized GPU transcoding. Continue reading on Medium »

Medium · DevOps
☁️ DevOps & Cloud
⚡ AI Lesson
1mo ago
Automating Jenkins Deployment with Terraform
The Mission: “Operation Jenkins-in-a-Box” Continue reading on Medium »

Medium · DevOps
☁️ DevOps & Cloud
⚡ AI Lesson
1mo ago
Fix High CPU Usage on Linux Servers — Step-by-Step Troubleshooting Guide for Sysadmins
Is your Linux server running slow or overheating? High CPU usage is one of the most common issues — and if ignored, it can crash your… Continue reading on Mediu

Medium · DevOps
☁️ DevOps & Cloud
⚡ AI Lesson
1mo ago
Terraform vs Bicep for Azure: Not Just Syntax, but Architecture, Scale, and Operational Reality
If you have worked in Azure long enough, you have probably seen this debate everywhere: Continue reading on Medium »

Medium · DevOps
☁️ DevOps & Cloud
⚡ AI Lesson
1mo ago
How to Convince Your Team to Adopt Infrastructure as Code
Most teams don’t reject Infrastructure as Code (IaC) because it’s a bad idea. Continue reading on Medium »

Medium · DevOps
☁️ DevOps & Cloud
⚡ AI Lesson
1mo ago
From “Command Not Found” to Smooth Dev: How to Set Up WSL and Connect VS Code
If you’ve ever tried to follow a Linux-based tutorial on Windows — like setting up Prometheus — you know the struggle. You download the… Continue reading on Med
Medium · DevOps
☁️ DevOps & Cloud
⚡ AI Lesson
1mo ago
Getting Started with OCI — The Big Picture
OCI DevOps — CI/CD Pipelines from Scratch Continue reading on Medium »

Medium · DevOps
☁️ DevOps & Cloud
⚡ AI Lesson
1mo ago
My Docker & Kubernetes Learning Journey: 1 Week Complete
“Modern apps run in containers. Learning Docker + Kubernetes is like learning electricity before becoming an electrician.” Continue reading on Medium »

Medium · DevOps
☁️ DevOps & Cloud
⚡ AI Lesson
1mo ago
Beyond the Bastion: Why AWS SSM Session Manager is Your New Best Friend
From the early days of managing SSH keys like precious artifacts to the complexities of VPN configurations, securing access to cloud… Continue reading on Medium
Medium · LLM
☁️ DevOps & Cloud
⚡ AI Lesson
1mo ago
Automating Workflows: How to Trigger a GitLab CI Pipeline Directly From Jira
If your team uses Jira for issue tracking and GitLab for CI/CD, you are sitting on a goldmine of automation potential. Continue reading on Medium »

Medium · DevOps
☁️ DevOps & Cloud
⚡ AI Lesson
1mo ago
I Spent Six Years Building My Own Backup Software.
A personal journey from a weekend project to a production-grade, fully open-source backup solution written in Rust. Continue reading on Medium »
Medium · DevOps
☁️ DevOps & Cloud
⚡ AI Lesson
1mo ago
WordPress host TTFB benchmark — 11 hosts, 30 days of data (April 2026) — WordPress Hosting for…
How the test runs Continue reading on Medium »

Medium · Data Science
☁️ DevOps & Cloud
⚡ AI Lesson
1mo ago
Redis Cache Failures Don’t Stay in the Cache Layer.
A single misconfigured eviction policy cascaded into $50K in lost revenue. This is the postmortem. Continue reading on Stackademic »

Medium · DevOps
☁️ DevOps & Cloud
⚡ AI Lesson
1mo ago
What is Infrastructure as Code and Why It’s Transforming DevOps
My 30-Day Terraform Challenge Continue reading on Medium »

Medium · DevOps
☁️ DevOps & Cloud
⚡ AI Lesson
1mo ago
I Over-Engineered My University’s CI/CD Pipeline for Two Weeks.
A story about K8s runner tokens, SSH tunnels, a glorious golden era, three walls of failure, and the most anticlimactic plot twist in… Continue reading on Mediu

Medium · DevOps
☁️ DevOps & Cloud
⚡ AI Lesson
1mo ago
20 Git Commands I Use Daily That Most Developers Ignore
Real workflows for teams and production Continue reading on Medium »
Medium · DevOps
☁️ DevOps & Cloud
⚡ AI Lesson
1mo ago
How I Cleared the RHCSA EX200 Exam on My First Attempt: My Preparation Journey
Clearing the Red Hat Certified System Administrator (RHCSA) EX200 exam on my first attempt was both challenging and rewarding. Continue reading on Medium »

Medium · DevOps
☁️ DevOps & Cloud
⚡ AI Lesson
1mo ago
Containerizing the EpicBook: From Repo to Live VM, Step by Step
A capstone deployment using Docker, Docker Compose, MySQL, Nginx, and an Azure VM. Eight tasks, ten screenshots, every decision I had to… Continue reading on Me

Medium · LLM
☁️ DevOps & Cloud
⚡ AI Lesson
1mo ago
How to Deploy Ray Clusters the Right Way (Beginner to Production)
Ray is an open-source distributed computing framework that makes it easy to scale Python workloads from a single machine to a full cluster. Continue reading on

Medium · DevOps
☁️ DevOps & Cloud
⚡ AI Lesson
1mo ago
From Broken Pods to a Live Cloud-Native App: How I Deployed TeamFlow on Kubernetes
A practical DevOps capstone using AWS, Terraform, kOps, ArgoCD, RDS, Docker, GitHub Actions, and real production-style debugging Continue reading on Medium »
Medium · DevOps
☁️ DevOps & Cloud
⚡ AI Lesson
1mo ago
Headlamp vs. Lens vs. K9s: Picking the Right Kubernetes UI in 2026
If you’re still raw-dogging kubectl for everything, we need to talk. Continue reading on Medium »

Medium · DevOps
☁️ DevOps & Cloud
⚡ AI Lesson
1mo ago
Part 3: The Controller Ecosystem — Helm, Ingress, and Observability
In the previous parts, we built the “Land” (VPC) and the “Brain” (EKS). Now, we need to build the “Gateway.” By default, an EKS cluster is… Continue reading on

Medium · DevOps
☁️ DevOps & Cloud
⚡ AI Lesson
1mo ago
Everything You Need to Know About API Versioning and Migration in Kubernetes
In my previous article at the “elegance of kubernetes YAML,” we established that apiVersion and kind define the identity of a Kubernetes… Continue reading on Me
Medium · DevOps
☁️ DevOps & Cloud
⚡ AI Lesson
1mo ago
The Redis Misconfiguration That Took Down Our WebSocket Service at 2 PM on a Friday
It started with a Slack message. Continue reading on Medium »
InfoQ AI/ML
☁️ DevOps & Cloud
⚡ AI Lesson
1mo ago
GitHub Uses eBPF to Eliminate Deployment Risks and Prevent Circular Failures
GitHub has introduced a new approach to improving deployment safety by leveraging eBPF, enabling the company to detect and prevent hidden circular dependencies

Medium · DevOps
☁️ DevOps & Cloud
⚡ AI Lesson
1mo ago
DNS for self-hosters: the hidden system behind half your future outages
Domains, records, local resolution, split DNS, and why wrong DNS looks like a broken app Continue reading on Stackademic »

Medium · DevOps
☁️ DevOps & Cloud
⚡ AI Lesson
1mo ago
Docker for Beginners: From Zero to Multi-Container Applications
Everything you need to go from “it works on my machine” to production-ready containers Continue reading on Towards Dev »

Medium · DevOps
☁️ DevOps & Cloud
⚡ AI Lesson
1mo ago
IPv8 Changes Everything? Not Really — The Truth Behind the Viral Claim
This IPv8 Proposal Went Viral Continue reading on System Weakness »

Medium · DevOps
☁️ DevOps & Cloud
⚡ AI Lesson
1mo ago
I Built and Deployed a Netflix-Style App on Azure AKS with DevSecOps…But the Real Focus Wasn’t the…
Deploying an application is easy to talk about, but the real learning starts when you try to make it run like a production system. Continue reading on Medium »

Medium · Cybersecurity
☁️ DevOps & Cloud
⚡ AI Lesson
1mo ago
DevSecOps: Automating Secure Deployments with GitHub Actions
Goal: Integrate CI/CD into my existing projects to automate builds, enforce security gates, and deploy code securely ensuring that “when I… Continue reading on

Medium · DevOps
☁️ DevOps & Cloud
⚡ AI Lesson
1mo ago
The Elegance of Kubernetes YAML
There is a common joke in engineering that Kubernetes is just “YAML programming.” While the indentation gives me a headache sometimes… Continue reading on Mediu
Medium · DevOps
☁️ DevOps & Cloud
⚡ AI Lesson
1mo ago
Understanding Data Center Redundancy: Power, Cooling, and Network Explained
When we talk about high availability in infrastructure, redundancy is the first principle that comes into play. Continue reading on Medium »

Medium · Cybersecurity
☁️ DevOps & Cloud
⚡ AI Lesson
1mo ago
Containers and Kubernetes, What They Are and Why They Matter
If you’ve spent any time around modern tech infrastructure you’ve probably heard the words Docker and Kubernetes thrown around. They sound… Continue reading on

Medium · DevOps
☁️ DevOps & Cloud
⚡ AI Lesson
1mo ago
Ingress on EKS Explained: ALB Ingress Controller Deep Dive
Getting traffic into your Kubernetes cluster is where things start to feel real. Continue reading on Medium »

Medium · DevOps
☁️ DevOps & Cloud
⚡ AI Lesson
1mo ago
PowerShell ile Active Directory Yönetimi ve Sistem Raporlama
Bu çalışma, kurumsal ağ altyapılarının temel taşı olan Active Directory (AD) servislerinin PowerShell CLI üzerinden yönetimini, nesne… Continue reading on Mediu
Medium · Cybersecurity
☁️ DevOps & Cloud
⚡ AI Lesson
1mo ago
Fix: ‘pip’ or ‘python’ is not recognized as an internal or external command.
Fixing this error is simpler than it looks. Beyond the quick fix, understanding the Environment Variables logic is key to securing your… Continue reading on Med

Medium · DevOps
☁️ DevOps & Cloud
⚡ AI Lesson
1mo ago
Full-Stack Deployment of TheEpicBook App on Azure Using Docker, Compose & Nginx
There is a point in every engineer’s journey where you stop thinking in tools… and start thinking in systems. Continue reading on Medium »
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