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
60 Bastions, 0 SSH Keys, 1 Terraform Module: A Security-First Migration Story
Lessons from replacing fragmented bastion hosts with a single Terraform module, AWS Session Manager, and golden AMIs Continue reading on Medium »

Medium · DevOps
☁️ DevOps & Cloud
⚡ AI Lesson
1mo ago
How to expose a private React App running on ECS Fargate via AWS API Gateway
Modern cloud architectures often require keeping application workloads private while still making them accessible to end users over the… Continue reading on Med

Medium · DevOps
☁️ DevOps & Cloud
⚡ AI Lesson
1mo ago
Taming AWS Operations with ChatOps: Building a Secure, Real-Time Bot with Terraform
How to reduce MTTR and achieve Operational Excellence using Slack, EventBridge, Lambda, and Systems Manager. Continue reading on Medium »

Medium · DevOps
☁️ DevOps & Cloud
⚡ AI Lesson
1mo ago
The Next Engineering Negotiation: Token Budgets
GitHub Copilot billing is moving toward usage-based AI Credits. The bigger shift is that engineering capacity is starting to depend on… Continue reading on Syst
Medium · DevOps
☁️ DevOps & Cloud
⚡ AI Lesson
1mo ago
Mastering the Linux for DevOps:
In DevOps, we often use Linux every day without truly understanding how the operating system works underneath. Continue reading on Medium »
Medium · DevOps
☁️ DevOps & Cloud
⚡ AI Lesson
1mo ago
The Unsung Villain of Enterprise DevOps: Surviving the Proxy Maze
Let’s set the scene. You’ve just spent the last three days architecting the perfect CI/CD pipeline. Your Dockerfiles are pristine, your… Continue reading on Med

Medium · Data Science
☁️ DevOps & Cloud
⚡ AI Lesson
1mo ago
Docker for Data Engineering: Concepts, Use Cases, Best Practices and Commands
Docker is a platform for packaging, distributing, and running applications in lightweight, portable(you can run same application anywhere… Continue reading on M

Medium · LLM
☁️ DevOps & Cloud
⚡ AI Lesson
1mo ago
Going Codeless at Evollis: What We Actually Changed in the Engineering Workflow
What we actually changed in the workflow, what broke, and why verification became the real bottleneck. Continue reading on Medium »

Medium · DevOps
☁️ DevOps & Cloud
⚡ AI Lesson
1mo ago
You’re Paying for Two Platforms to Do One Job
The setup nobody accounted for Continue reading on Medium »

Medium · DevOps
☁️ DevOps & Cloud
⚡ AI Lesson
1mo ago
When kind and k3s Fight: Debugging a Silent Network War on My Dev Machine
Or, why my Helm install hung for five minutes and what I learned about iptables, CNIs, and running two Kubernetes distros on the same host. Continue reading on

Medium · DevOps
☁️ DevOps & Cloud
⚡ AI Lesson
1mo ago
A simple example to host your microservice application with AWS ECS
In this guide, we’ll walk through the process of hosting an application using AWS ECS Continue reading on Medium »

Medium · DevOps
☁️ DevOps & Cloud
⚡ AI Lesson
1mo ago
Stop Wasting Hours on “Works on My Machine”
How DevContainers Create Reproducible Environments That Just Work Continue reading on Webmaster Nexus »

Medium · DevOps
☁️ DevOps & Cloud
⚡ AI Lesson
1mo ago
Customizing the Linux Kernel for Cloud VMs
A step-by-step guide on stripping down the Linux kernel and enabling Paravirtualization (VirtIO) for maximum performance. Continue reading on Medium »
Medium · DevOps
☁️ DevOps & Cloud
⚡ AI Lesson
1mo ago
“Bi’ Aç Kapa Düzelir”: Docker ve Kubernetes’i Anlamak
Hayatımda kaç kere duymuşumdur bunu. Bilgisayar kasıyor, uygulama açılmıyor, bir şeyler ters gidiyor — hemen bir ses geliyor: “Bi’ kapatıp… Continue reading on

Medium · DevOps
☁️ DevOps & Cloud
⚡ AI Lesson
1mo ago
Testing Docker Experimental nftables Firewall Backend in a Real Setup
Docker’s relationship with Linux firewalls has always been slightly awkward. For years, the project relied heavily on iptables, even as… Continue reading on Med

Medium · DevOps
☁️ DevOps & Cloud
⚡ AI Lesson
1mo ago
Complete Beginner-Friendly Explanation of CI/CD Pipeline Using Jenkins, Docker, Kubernetes, AWS…
When you order food on apps like Swiggy or Zomato, everything looks simple. Continue reading on Medium »

Medium · DevOps
☁️ DevOps & Cloud
⚡ AI Lesson
1mo ago
What Really Happens When You Type a Web Server’s IP Address Into Your Browser?
Have you ever wondered what actually happens behind the scenes when you type an IP address into your browser and hit Enter? Continue reading on Medium »

Medium · DevOps
☁️ DevOps & Cloud
⚡ AI Lesson
1mo ago
How Kubernetes Services Work with External Databases: EKS to RDS Explained
One of the most common Kubernetes misunderstandings is this: Continue reading on Medium »

Medium · DevOps
☁️ DevOps & Cloud
⚡ AI Lesson
1mo ago
Observability Is Replacing Framework Hype as the Skill That Separates Shipping Teams From Stalled…
Why modern engineering teams are winning less by choosing trendy stacks — and more by seeing, debugging, and improving real production… Continue reading on Medi

Medium · DevOps
☁️ DevOps & Cloud
⚡ AI Lesson
1mo ago
Beyond the Monolith: Engineering a 2-Tier Automated LAMP Stack on AWS
In modern cloud environments, the “all-in-one” server is a relic of the past. Continue reading on Medium »

Medium · DevOps
☁️ DevOps & Cloud
⚡ AI Lesson
1mo ago
Linux User Management: How the OS Keeps Users in Their Lane
I assumed adduser was a core Linux utility for a long time. Turns out on many distros it is just a Perl script wrapping useradd and making… Continue reading on

Medium · DevOps
☁️ DevOps & Cloud
⚡ AI Lesson
1mo ago
Docker and Docker Compose, explained simply
Docker fixes a real problem. Your app works on your laptop, then breaks on another machine. Docker removes that mismatch by packaging your… Continue reading on

Medium · DevOps
☁️ DevOps & Cloud
⚡ AI Lesson
1mo ago
A Senior DevOps Engineer’s Home Lab — 2026 Edition
What does my home lab consist of, and why? Continue reading on Medium »

Medium · DevOps
☁️ DevOps & Cloud
⚡ AI Lesson
1mo ago
The Age of Self-Building Systems and the Rise of Self-Devouring Systems
When Enterprise Ecosystems Evolve Faster Than Governance Continue reading on Medium »

Medium · DevOps
☁️ DevOps & Cloud
⚡ AI Lesson
1mo ago
Beyond Automation: Why Agentic DevOps is the Future of Infrastructure
Navigating the complexity ceiling of cloud-native systems through AI-driven autonomy, self-healing architecture, and intelligent workflows. Continue reading on

Medium · DevOps
☁️ DevOps & Cloud
⚡ AI Lesson
1mo ago
Your DevOps Home Lab Is Lying To You
It’s not that your lab needs more failures. It’s that the failures it gives you are too honest. Continue reading on Medium »
Medium · DevOps
☁️ DevOps & Cloud
⚡ AI Lesson
1mo ago
What I Learned Building Azure Governance From Scratch
A few weeks ago I started a personal lab project to learn Azure Policy properly. The premise was a Wild West subscription, no tagging… Continue reading on Mediu

Medium · DevOps
☁️ DevOps & Cloud
⚡ AI Lesson
1mo ago
How I Deployed a Static Web App using AWS S3 and Bucket Policies
Introduction: As part of my cloud engineering journey, I recently completed a project to host a static “School Grade Tracker” application… Continue reading on M
Medium · DevOps
☁️ DevOps & Cloud
⚡ AI Lesson
1mo ago
Monitoring Kubernetes with Prometheus & Grafana: Full Observability Stack from Scratch
A cluster you can’t observe is a cluster you can’t trust. Here’s how to build the observability stack that tells you what’s happening… Continue reading on Mediu
InfoQ AI/ML
☁️ DevOps & Cloud
⚡ AI Lesson
1mo ago
Cloudflare Ships Dynamic Workflows, Bringing Durable Execution to Per-Tenant and Per-Agent Code
Cloudflare released Dynamic Workflows, an MIT-licensed library that extends its durable execution engine so workflow code can differ per tenant, agent, or reque

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
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