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
2w ago
VPC Endpoint Policies:
The Zero-Trust Feature
Nobody Talks About
You locked down the network path. But did you lock down what’s accessible through it? Continue reading on Technogise »

Medium · DevOps
☁️ DevOps & Cloud
⚡ AI Lesson
2w ago
Linux Production Servers in 2026: The Brutal Truth After Managing Hundreds of Servers
I’ve spent the last 8 years responsible for Linux servers in production. These are the silent killers that caused the worst outages of my… Continue reading on S

Medium · DevOps
☁️ DevOps & Cloud
⚡ AI Lesson
2w ago
Linux Production Servers: The Silent Killers That Cost Companies Real Money in 2026
After managing Linux servers for 8+ years across multiple companies, these are the most painful production incidents I’ve seen — and… Continue reading on Engine

Medium · DevOps
☁️ DevOps & Cloud
⚡ AI Lesson
2w ago
Redis Production Survival Guide 2026: What I Learned After 9 Years and 47 Incidents
Redis looks simple until it starts costing you money. Here’s the complete playbook I use across every production environment I touch. Continue reading on Stacka

Medium · DevOps
☁️ DevOps & Cloud
⚡ AI Lesson
2w ago
How to Run an Enterprise AWS Stack for $0.00: A Performance-First Serverless Deep-Dive
A comprehensive guide to building a microsecond-latency inventory engine that scales instantly and costs nothing while idle. Continue reading on Medium »

Medium · DevOps
☁️ DevOps & Cloud
⚡ AI Lesson
2w ago
How a Tiny Go Cache Cut Our Redis Bill by $4,000/Month
The Night Redis Started Breaking Everything Continue reading on Medium »

Medium · Python
☁️ DevOps & Cloud
⚡ AI Lesson
2w ago
Payment Events at Scale: Building a Robust Kafka Event Bus for a B2B Payment Platform
FREE full access on: LovinData — Simplified Full Stack Data Engineering Continue reading on Medium »

Medium · DevOps
☁️ DevOps & Cloud
⚡ AI Lesson
2w ago
Migration of Intercontinental VM (USA Region > Australia Region) using Storage Snapshot through…
In this real-world based project, I acted as a Cloud Specialist in a project to migrate application and database into an intercontinental… Continue reading on M
Medium · DevOps
☁️ DevOps & Cloud
⚡ AI Lesson
2w ago
The Linux Guide for DevOps
You have mastered Git, you understand deployment pipelines, and you can confidently package applications using Docker. But there is still… Continue reading on M

Medium · DevOps
☁️ DevOps & Cloud
⚡ AI Lesson
2w ago
Kubernetes Deployment with GitOps and FluxCD
In this workshop, we’ll explore how to deploy and manage a Kubernetes cluster using GitOps and FluxCD. In a previous article, I covered… Continue reading on Med

Medium · DevOps
☁️ DevOps & Cloud
⚡ AI Lesson
2w ago
Six Months Ago Kubernetes Retired Ingress NGINX. An 18-Year-Old Bug Just Made That a Crisis.
NGINX Rift is critical. Unpatched in the abandoned controller that half of cloud native runs. The only fix you can buy comes from a vendor… Continue reading on

Medium · DevOps
☁️ DevOps & Cloud
⚡ AI Lesson
3w ago
The One Test That Never Fails (But Is Still Worth Writing)
On testing configuration, contracts, and startup conditions — not just business logic. Continue reading on Medium »

Medium · DevOps
☁️ DevOps & Cloud
⚡ AI Lesson
3w ago
The AWS Service Quotas That Will Take Down Your Production at 3 AM (And You Cannot Raise Them Fast…
Hard limits, scaling lags, and the architectural walls that no support ticket can fix. Continue reading on Medium »

Medium · DevOps
☁️ DevOps & Cloud
⚡ AI Lesson
3w ago
Cortex vs VictoriaMetrics: Why Scalable Prometheus Is Not Always the Best Prometheus
A few years ago, observability was relatively simple. Most teams had a Prometheus instance scraping metrics from a handful of services… Continue reading on Medi
Medium · DevOps
☁️ DevOps & Cloud
⚡ AI Lesson
3w ago
Day 12: Linux Network Services | 100 Days of Devops
Guide for 12th task of 100 Days of Devops from KodeKloud Continue reading on Medium »

Medium · DevOps
☁️ DevOps & Cloud
⚡ AI Lesson
3w ago
What Actually Happens When You Type kubectl apply
Kubernetes Internals, API Writes, And Reconciliation Loops Continue reading on Medium »
Medium · DevOps
☁️ DevOps & Cloud
⚡ AI Lesson
3w ago
Terraform Locals Changed How I Write Infrastructure Code
The small Terraform concept that quietly made our infrastructure cleaner, safer, and easier to scale Continue reading on Medium »

Medium · DevOps
☁️ DevOps & Cloud
⚡ AI Lesson
3w ago
“Failover Is Not a Strategy.” — An Architect’s Wake-Up Call to Our IROPS Team
Last week I asked a simple question in our architecture review: Continue reading on Medium »

Medium · DevOps
☁️ DevOps & Cloud
⚡ AI Lesson
3w ago
A Beginner’s Guide to CI/CD and Cloud Deployment
Building a software application locally is just the first step. To make your application truly useful, you must store user data safely in… Continue reading on M

Medium · Cybersecurity
☁️ DevOps & Cloud
⚡ AI Lesson
3w ago
Linux System Administration: The Complete Field Guide
The server is down. It is 2 AM. Your phone is lighting up with alerts. You SSH in, fingers already moving from muscle memory, and in the… Continue reading on Me
Medium · DevOps
☁️ DevOps & Cloud
⚡ AI Lesson
3w ago
Building an Auto Kubernetes Deployment Validator with Python ☸️
A Beginner-Friendly DevOps Project with Real-World Examples Continue reading on Medium »

Medium · DevOps
☁️ DevOps & Cloud
⚡ AI Lesson
3w ago
How to Maximize Your Dedicated Server: Node.js 22 & PM2 Production Setup
Stop wasting your CPU cores. Learn how to deploy a resilient, multi-core Node.js architecture. Continue reading on Medium »

Medium · DevOps
☁️ DevOps & Cloud
⚡ AI Lesson
3w ago
2 A.M., Two Engineers, and a Database on Fire: A Real SRE War Story
One query. A production database on its knees. Here’s how we survived it and what it taught me about the gap between knowing systems and… Continue reading on Me

Medium · DevOps
☁️ DevOps & Cloud
⚡ AI Lesson
3w ago
AI-Era Incident Response on AWS
It’s 2:17 a.m. PagerDuty says checkout is failing. You have CloudWatch, Logs Insights, the last deploy in GitHub Actions, and Slack open… Continue reading on Me
Medium · Python
☁️ DevOps & Cloud
⚡ AI Lesson
3w ago
Codes for Linux users
Some of the codes are given below. The non user of Linux can avoid this read. Continue reading on Medium »

Medium · DevOps
☁️ DevOps & Cloud
⚡ AI Lesson
3w ago
AWS DevOps Agent: Deep Dive — Autonomous Incident Investigation and Prevention for Production…
This article covers AWS DevOps Agent — the ops-focused autonomous incident agent. Continue reading on Medium »

Medium · DevOps
☁️ DevOps & Cloud
⚡ AI Lesson
3w ago
How to Connect a GoDaddy Domain to Your Vercel App
Step 1: Buy Domain on GoDaddy Continue reading on Medium »
Medium · DevOps
☁️ DevOps & Cloud
⚡ AI Lesson
3w ago
Building a GCP-Like Environment on a Home Cluster
I’ve been running a homelab for about 10 years now. I like the convenience of public clouds, but I don’t trust relying entirely on some… Continue reading on Med

Medium · DevOps
☁️ DevOps & Cloud
⚡ AI Lesson
3w ago
Local Platform Engineering on Your Laptop | vind, Sveltos and ArgoCD
I’m not new to Kubernetes. Certified my way through most of what the CNCF has to offer. And yet this specific setup, a proper local… Continue reading on Medium

Medium · DevOps
☁️ DevOps & Cloud
⚡ AI Lesson
3w ago
GitOps Needs Break Glass
Declarative delivery is great. Production incidents do not give rats ass about your philosophy. Continue reading on Medium »

Medium · DevOps
☁️ DevOps & Cloud
⚡ AI Lesson
3w ago
Vibe Coding vs Real Full-Stack Development: The Production Gap
“Frontend + Backend” is no longer enough to call yourself full-stack. Continue reading on Medium »

Medium · DevOps
☁️ DevOps & Cloud
⚡ AI Lesson
3w ago
Understanding Kubernetes RBAC Structure: Roles, Permissions, API Verbs, PATCH Access, and Special…
One of the first things engineers learn in Kubernetes is: Continue reading on Medium »

Medium · DevOps
☁️ DevOps & Cloud
⚡ AI Lesson
3w ago
Is the JVM Dead in the Cloud Era? Migrating Spring Boot to GraalVM Native Images
I asked myself this question seriously for the first time while staring at a Kubernetes node utilisation dashboard at eleven o’clock on a… Continue reading on M

Medium · DevOps
☁️ DevOps & Cloud
⚡ AI Lesson
3w ago
Stop Learning These DevOps Tools in 2026. They Are Already Dead.
Most DevOps roadmaps on the internet are outdated. The courses are old, the tool recommendations are stale, and nobody tells you which… Continue reading on Medi

Medium · DevOps
☁️ DevOps & Cloud
⚡ AI Lesson
3w ago
The Day an RDS Database Refused Only One Server
There are few things more frustrating in infrastructure debugging than a problem that makes absolutely no sense. Continue reading on Medium »

Medium · DevOps
☁️ DevOps & Cloud
⚡ AI Lesson
3w ago
Enterprise Monitoring: Upgrading Zabbix Infrastructure and Integrating Cisco 9800 WLC SNMP…
Managing an enterprise network infrastructure requires absolute visibility. When you are responsible for monitoring hundreds of switches… Continue reading on Me

Medium · Data Science
☁️ DevOps & Cloud
⚡ AI Lesson
3w ago
Bir Data Scientist & AI Engineer’ın Docker ve Ağ ile İlk Teması
Veriyle aram hep iyiydi. Ama ürünü gerçek dünyaya çıkarma sırası gelince, hiç bilmediğim bir dünyayla karşılaştım: container’lar, portlar… Continue reading on M

Medium · DevOps
☁️ DevOps & Cloud
⚡ AI Lesson
3w ago
When Your Automations Start Growing Up, Your Infrastructure Has to Grow Too
Most automation projects start small. Continue reading on Medium »

Medium · DevOps
☁️ DevOps & Cloud
⚡ AI Lesson
3w ago
Deploying a Scalable Web Architecture on AWS: ALB + EC2 + Nginx
A hands on walkthrough of building a production-ready load-balanced infrastructure from scratch Continue reading on Medium »

Medium · DevOps
☁️ DevOps & Cloud
⚡ AI Lesson
3w ago
Terraform 1.15 — Everything That Changed and Why It Actually Matters
Terraform 1.15 is not a single-headline release. It ships six distinct features that collectively solve problems engineers have complained… Continue reading on
Medium · DevOps
☁️ DevOps & Cloud
⚡ AI Lesson
3w ago
I Built a Script That Hardens a Linux Server Automatically — Here’s How
When you spin up a fresh Ubuntu server, it comes insecure by default. Root login is enabled. SSH accepts passwords. There is no firewall… Continue reading on Me

Medium · Python
☁️ DevOps & Cloud
⚡ AI Lesson
3w ago
How a Silent Upstream Dependency Upgrade Broke My Kubernetes Microservice
It is an experience every software engineer knows all too well: you make a completely unrelated minor enhancement, trigger a standard… Continue reading on Mediu

Medium · Python
☁️ DevOps & Cloud
⚡ AI Lesson
3w ago
Series : The Machine Underneath — Part 4 : I Used Docker for a Year Before I Understood What It…
I’ll be honest. For a long time, my mental model of Docker was: it’s packaging. Continue reading on Medium »

Medium · DevOps
☁️ DevOps & Cloud
⚡ AI Lesson
3w ago
Series : The Machine Underneath — Part 4 : I Used Docker for a Year Before I Understood What It…
I’ll be honest. For a long time, my mental model of Docker was: it’s packaging. Continue reading on Medium »
Medium · DevOps
☁️ DevOps & Cloud
⚡ AI Lesson
3w ago
Build an AI-Powered Dockerfile Generator Using Ollama and Gemini API
Writing Dockerfiles is one of the first skills every DevOps engineer learns. Continue reading on Medium »

Medium · DevOps
☁️ DevOps & Cloud
⚡ AI Lesson
3w ago
Building a Real-Time R2 Download Alert System for Bittensor Mining — The Full Engineering Journey
Every dead end, every traceback, every fix — from zero to a working Telegram notification system for Cloudflare R2 Continue reading on Medium »

Medium · JavaScript
☁️ DevOps & Cloud
⚡ AI Lesson
3w ago
How I Used Clasp, Claude, and Google Sheets to Build Apps Script Projects Locally
Many of you know that I am a teacher. I am also a creator and builder. I like building tools that help me do my work better. Continue reading on Medium »

Medium · DevOps
☁️ DevOps & Cloud
⚡ AI Lesson
3w ago
From “Fort Knox” to Internet Fallback: The Evolution of Azure Private Endpoint DNS
If you’ve been building enterprise Azure environments for a few years, you remember when PaaS networking was simple: absolutely no public… Continue reading on M
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