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
Day 4: Stop Using Linux Without Learning These Text Commands
Linux Text Viewing and Editing Continue reading on System Weakness »

Medium · Machine Learning
☁️ DevOps & Cloud
⚡ AI Lesson
1mo ago
The 50-Line Python Script That Runs a Team Standup Every Morning
Simple automation doesn’t need to be complicated. Continue reading on Medium »

Medium · DevOps
☁️ DevOps & Cloud
⚡ AI Lesson
1mo ago
I Automated My Entire Dev Setup. One Command, Any Machine.
Every time I SSH’d into one of my Raspberry Pis, something was different. Missing aliases. Different shell configs. A tool I use every day… Continue reading on

Medium · Python
☁️ DevOps & Cloud
⚡ AI Lesson
1mo ago
SecureFlow AI— DevSecOps + AI Pipeline
How I used Gemini to cut scanner noise by 70% and actually get developers to read security reports Continue reading on Medium »
Medium · DevOps
☁️ DevOps & Cloud
⚡ AI Lesson
1mo ago
Rotating Your Database Password Without Thinking About This Can Break Your Entire Application
If you are using Apache Tomcat to host a Java application connected to an AWS RDS database, there is a credential caching behavior worth… Continue reading on Me

Medium · DevOps
☁️ DevOps & Cloud
⚡ AI Lesson
1mo ago
Git Branching Made Simple (Without Breaking Your Code)
“I just merged my changes… and now everything is broken.” Continue reading on Medium »

Medium · Python
☁️ DevOps & Cloud
⚡ AI Lesson
1mo ago
Your Python App Is Lying to Kubernetes - And You’re Letting It
The “standard” advice for running Python in Docker and k8s is quietly wrecking your production performance - here’s what’s actually… Continue reading on Medium

Medium · DevOps
☁️ DevOps & Cloud
⚡ AI Lesson
1mo ago
Your Python App Is Lying to Kubernetes - And You’re Letting It
The “standard” advice for running Python in Docker and k8s is quietly wrecking your production performance - here’s what’s actually… Continue reading on Medium

Medium · DevOps
☁️ DevOps & Cloud
⚡ AI Lesson
1mo ago
Inside a Production VPN Stack: Auth, Billing Webhooks, Anti-Abuse, and Observability
This post is a technical overview of the current FollowNet architecture: iOS client, backend services, VPN access control, subscription… Continue reading on Med

Medium · DevOps
☁️ DevOps & Cloud
⚡ AI Lesson
1mo ago
The Cost-Effective Edge of North American Hosting: Why Tech Leaders Are Pivoting to Canada
When scaling resource-intensive applications or high-traffic databases, shared hosting simply won’t cut it. You need the uncompromised… Continue reading on Medi

Medium · DevOps
☁️ DevOps & Cloud
⚡ AI Lesson
1mo ago
Nobody Warns You About Day 2
Most engineering teams celebrate deploy day. Champagne, Slack emojis, maybe a team lunch. And they should shipping is hard. But deploy day… Continue reading on
Medium · DevOps
☁️ DevOps & Cloud
⚡ AI Lesson
1mo ago
How We Built a Real CI/CD Pipeline on cPanel and WHM (And Why It Was Worth Every Headache)
A story about FTP chaos, a PHP CMS, Podman registries, and finally getting deployments right. Continue reading on Medium »

Medium · DevOps
☁️ DevOps & Cloud
⚡ AI Lesson
1mo ago
From Days to Hours: How One Simple File Cuts Onboarding Time by 80%
Platform Craft — From legacy to cloud native — patterns from the field, not the textbook. Continue reading on Medium »
Medium · DevOps
☁️ DevOps & Cloud
⚡ AI Lesson
1mo ago
Installing Kubernetes on a VM using Kubekey (Step-by-Step Guide)
Setting up a Kubernetes cluster manually can be complex, especially when dealing with networking, dependencies, and SSH configurations. In… Continue reading on

Medium · DevOps
☁️ DevOps & Cloud
⚡ AI Lesson
1mo ago
Helm ve Argo CD: Kubernetes’te Paketleme ve GitOps ile Teslimatın Standartı
Kubernetes dünyasına adım attığınızda, her şey başlangıçta “birkaç YAML dosyası” gibi basit görünebilir. Ancak projeler büyüdükçe bu… Continue reading on LCW Di

Medium · DevOps
☁️ DevOps & Cloud
⚡ AI Lesson
1mo ago
How to Get Free SSL Certificate on a VPS Using Nginx + Let’s Encrypt
For a long time, HTTPS and SSL certificates felt complicated to me. Continue reading on Medium »

Medium · DevOps
☁️ DevOps & Cloud
⚡ AI Lesson
1mo ago
Part -2 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 Beyond

Medium · DevOps
☁️ DevOps & Cloud
⚡ AI Lesson
1mo ago
What If Your Deployment Tool Was Smart Enough to Refuse Bad Deploys?
I built a CLI in Go that reads one YAML file, generates its own config files, enforces policy with OPA, and blocks deploys when the host… Continue reading on Me

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
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