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 · JavaScript
☁️ DevOps & Cloud
⚡ AI Lesson
3w ago
PRetty Turns Messy Commits Into Clean PR Descriptions — However You Code
Week 3 of building in public — a CLI, a web app, and a GitHub Action that writes your pull requests for you. Continue reading on Medium »

Medium · DevOps
☁️ DevOps & Cloud
⚡ AI Lesson
3w ago
I Wasted 2 Years Using GitHub + Jenkins + Jira. Then I Discovered GitLab.
The tool that quietly does the job of five — and why DevOps teams are switching fast. Continue reading on Medium »
Medium · Data Science
☁️ DevOps & Cloud
⚡ AI Lesson
3w ago
Docker vs Kubernetes vs Podman ☸️
Understanding what each tool does, when to use it, and how they fit into modern container workflows Continue reading on CodeX »

Medium · DevOps
☁️ DevOps & Cloud
⚡ AI Lesson
3w ago
AWS CLI v2 by Examples: Mastering RDS Parameter Groups for Optimized Database Management
In this article, we delve into the AWS CLI v2 commands for managing RDS parameter groups. We cover crucial operations such as creation… Continue reading on Medi

Medium · DevOps
☁️ DevOps & Cloud
⚡ AI Lesson
3w ago
Building a Complete End-to-End DevOps CI/CD Pipeline from Scratch
GitHub ➜ Jenkins ➜ OWASP ➜ SonarQube ➜ Docker ➜ Trivy ➜ ArgoCD ➜ Kubernetes ➜ Prometheus ➜ Grafana Continue reading on Medium »
Medium · DevOps
☁️ DevOps & Cloud
⚡ AI Lesson
3w ago
Docker restart-policy on production
Hello, this is my first post on Medium. It might also be considered my first tryout. The topic is small, which makes it a great candidate… Continue reading on M

Medium · DevOps
☁️ DevOps & Cloud
⚡ AI Lesson
3w ago
Terraform vs CloudFormation vs CDK vs Pulumi — Which IaC Tool Should You Use?
They all provision infrastructure. They do not all solve the same problem. Here is the side-by-side breakdown that actually matters in… Continue reading on Medi

Medium · DevOps
☁️ DevOps & Cloud
⚡ AI Lesson
3w ago
CI/CD Is Not a Developer Toy. It’s Production Safety.
Why every Industry 4.0 initiative without stable deployment pipelines is a time bomb Continue reading on Medium »

Medium · DevOps
☁️ DevOps & Cloud
⚡ AI Lesson
3w ago
How to Run Grafana with Docker in Minutes
If you want to launch a powerful monitoring dashboard without dealing with complex installations, running Grafana in Docker is one of the… Continue reading on M

Medium · DevOps
☁️ DevOps & Cloud
⚡ AI Lesson
3w ago
Deploy NGINX and pgAdmin on Azure Container Apps with Terraform
When I started working with Azure Container Apps, I expected the basics to be straightforward. Run a container, expose a port, done. And… Continue reading on Me

Medium · DevOps
☁️ DevOps & Cloud
⚡ AI Lesson
3w ago
I Built a Zero-Dependency API Load Tester in Pure Python — And It Hit #1 on GitHub’s Trending…
A single Python file with zero dependencies that runs anywhere Python runs. No setup, No config files, No PIP install, No Docker, No NPM… Continue reading on Me

Medium · DevOps
☁️ DevOps & Cloud
⚡ AI Lesson
3w ago
Your Kubernetes Pod Keeps Getting OOMKilled. Here’s How to Actually Debug It.
You didn’t change anything. No deploy. No config update. Continue reading on Medium »

Medium · DevOps
☁️ DevOps & Cloud
⚡ AI Lesson
3w ago
Python Production Setup 2026: Tools That Actually Work
Every tool in this setup was tested in real projects with actual traffic and workload. These are the tools that performed well enough to… Continue reading on Me

Medium · DevOps
☁️ DevOps & Cloud
⚡ AI Lesson
3w ago
I Deleted Two Azure Regions and Barely Lost Anything
My talk at NDC focused on Multi-Region Active-Active architecture. For the demo, I deployed a platform capable of scaling across N Azure… Continue reading on Me

Medium · DevOps
☁️ DevOps & Cloud
⚡ AI Lesson
3w ago
The Terraform CLAUDE.md That Catches Security Issues Before Your CI Does
A Terraform engineer’s guide to using CLAUDE.md as a security, cost, and misconfig guardrail, not just project context Continue reading on Medium »
Medium · DevOps
☁️ DevOps & Cloud
⚡ AI Lesson
3w ago
Controlling the Chaos of GitOps at Scale
When managing thousands of applications by a single ArgoCD instance, GitOps can quickly become operational chaos. In this post, I’ll share… Continue reading on

Medium · DevOps
☁️ DevOps & Cloud
⚡ AI Lesson
3w ago
Helm for the Developer Who Got Burned by YAML: A Role-Play Guide
A role-play guide to how Helm turns fragile Kubernetes YAML into one consistent, versioned application package. Continue reading on Towards Dev »
Medium · DevOps
☁️ DevOps & Cloud
⚡ AI Lesson
3w ago
GitHub Branch Rulesets Explained: Protecting master, Keeping Branches in Sync, and Building a Safe…
When teams start scaling development, one of the biggest problems is not coding. It is protecting the Git workflow from human mistakes. A… Continue reading on M

Medium · Python
☁️ DevOps & Cloud
⚡ AI Lesson
3w ago
Taming the Python Monorepo: A Practical Guide to Aspect Bazel
Your Python monorepo has 12 apps, 3 shared libraries, and a CI pipeline that takes 22 minutes to validate a two-line change. Every… Continue reading on Medium »

Medium · DevOps
☁️ DevOps & Cloud
⚡ AI Lesson
3w ago
MongoDB on Kubernetes: I Told My CTO We Had Resilience. I Was Wrong (Part 1)
High Availability and Resilience two words we use together all the time, that don’t mean the same thing. Continue reading on Medium »

Medium · DevOps
☁️ DevOps & Cloud
⚡ AI Lesson
3w ago
Networking -How Things Actually works(Devops)
Today we will talk about Networking in Devops. Continue reading on Medium »

Medium · DevOps
☁️ DevOps & Cloud
⚡ AI Lesson
3w ago
Docker Bake in Practice — Part 1: From Bash Scripts to Declarative Builds
The first of a two-part series. Part 1 covers the fundamentals: what Bake is, why it exists, and the features that make it worth adopting… Continue reading on M

Medium · DevOps
☁️ DevOps & Cloud
⚡ AI Lesson
4w ago
How to Reduce ClickHouse Storage Costs by 70% with Amazon S3 Files
A production journey from EBS to S3 Files: Real performance benchmarks, migration strategies, and lessons learned Continue reading on Medium »
Medium · DevOps
☁️ DevOps & Cloud
⚡ AI Lesson
4w ago
DevOps_Golden_Questions (Scenario Based) (0–3 Years DevOps Engineer)
These 40 scenario-based questions are commonly asked in real DevOps interviews… Continue reading on Medium »

Medium · DevOps
☁️ DevOps & Cloud
⚡ AI Lesson
4w ago
How I Built a Free VPN Server on AWS for My Remote Team
So yesterday, one of my teammates messaged me late at night: Continue reading on Medium »
Medium · DevOps
☁️ DevOps & Cloud
⚡ AI Lesson
4w ago
Day 6 of Learning DevOps: Terraform Modules, AWS VPC, and the Moment Things Finally Clicked
A beginner’s honest account of infrastructure-as-code and cloud networking Continue reading on Medium »
Medium · DevOps
☁️ DevOps & Cloud
⚡ AI Lesson
4w ago
Zero-Port Exposure: Routing On-Prem Traffic Through a Cloud VM Without Opening a Single Firewall…
A practical guide for small startups running Kubernetes on-premises who want public HTTPS endpoints — without exposing cluster IPs, paying… Continue reading on
Medium · DevOps
☁️ DevOps & Cloud
⚡ AI Lesson
4w ago
# How to Reduce ClickHouse Storage Costs by 70% with Amazon S3 Files
*A production journey from EBS to S3 Files: Real performance benchmarks, migration strategies, and lessons learned* Continue reading on Medium »

Medium · DevOps
☁️ DevOps & Cloud
⚡ AI Lesson
4w ago
The SLA Credit Scam: What 99.9% vs 99.99% Uptime Actually Means
Stop falling for the SLA credit trap. Discover the true mathematics behind server downtime, the hidden security risks causing outages, and… Continue reading on

Medium · DevOps
☁️ DevOps & Cloud
⚡ AI Lesson
4w ago
DevOps Engineering Skills for Agile and Automated Delivery
The Certified DevOps Engineer program provides professionals with essential skills to combine development and operational work for quicker… Continue reading on
Medium · DevOps
☁️ DevOps & Cloud
⚡ AI Lesson
4w ago
You Don’t Need DynamoDB for Terraform State Locking Anymore
How a single config flag quietly changed the way teams manage remote state — and when you should (and shouldn’t) use it. Continue reading on Medium »

Medium · DevOps
☁️ DevOps & Cloud
⚡ AI Lesson
4w ago
A Mini-Course on EC2, Kubernetes, and EKS
Cloud infrastructure can feel like a stack of acronyms until you trace the problems each layer was built to solve. Continue reading on Medium »

Medium · DevOps
☁️ DevOps & Cloud
⚡ AI Lesson
4w 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 »
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