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
Git Incidents in Production: Lessons from Real-World Failures
Most DevOps engineers eventually experience a painful truth: Continue reading on Medium »

Medium · DevOps
☁️ DevOps & Cloud
⚡ AI Lesson
2w ago
The 2027 Windows Containers Reality Check
Windows Containers Have Improved Dramatically. But the “Linux Is Dead” Narrative Still Doesn’t Match Real-World Kubernetes Adoption. Continue reading on AWS in

Medium · DevOps
☁️ DevOps & Cloud
⚡ AI Lesson
2w ago
Uso de NEGs e suas Boas Práticas
Network Endpoint Groups no Google Cloud Continue reading on tbx-tech/editorial »

Medium · DevOps
☁️ DevOps & Cloud
⚡ AI Lesson
2w ago
How I Fixed “Wired Unmanaged” on Ubuntu: Complete ens160, Netplan & NetworkManager Troubleshooting…
How I Fixed “Wired Unmanaged” on Ubuntu (Complete Guide for ens160, Netplan & NetworkManager Issues) Continue reading on Medium »
Reddit r/devops
☁️ DevOps & Cloud
⚡ AI Lesson
2w ago
Best Practice for retrieving external values?
How do you guys handle retrieving external data values from sources such as SSM and Vault in a pipeline? Do you let each individual terraform stack make a call
Medium · DevOps
☁️ DevOps & Cloud
⚡ AI Lesson
2w ago
Two Monitoring Stacks Are Better Than One
Lessons from running a production SaaS out of Harare Continue reading on Medium »

Medium · DevOps
☁️ DevOps & Cloud
⚡ AI Lesson
2w ago
Eval-Driven Agentic AI Development: The Most Important Practice Nobody Is Doing (And What I Got…
Moving from 20 to 200 cases. How to build automated CI/CD evaluation gates for AI systems using real production failures, not assumptions. Continue reading on P

Medium · DevOps
☁️ DevOps & Cloud
⚡ AI Lesson
2w ago
The Engineering Pain Points Behind Building Excel clone — SheetWise
Hello Everyone, My name is Sujal Sharma, I am an aspiring cloud and devops engineer. Continue reading on Medium »
InfoQ AI/ML
☁️ DevOps & Cloud
⚡ AI Lesson
2w ago
How LinkedIn Identified a Kernel Lock Contention Issue Causing Recurring System Freezes
When LinkedIn engineers encountered short-lived, recurring outages where the database powering their user feed became unavailable and then recover without leavi

Medium · DevOps
☁️ DevOps & Cloud
⚡ AI Lesson
2w ago
The Docker Vs Kubernetes Debate Is Dead. AI Just Changed The Whole Game.
I used to think the Docker vs Kubernetes debate was a serious debate. Continue reading on Medium »

Medium · DevOps
☁️ DevOps & Cloud
⚡ AI Lesson
2w ago
10+ DevOps & SRE resources everyone should check out in the AI age — 2026
This is an updated forward looking post. My original post can still be found here but this one focuses on current resources factoring AI… Continue reading on Go
Medium · DevOps
☁️ DevOps & Cloud
⚡ AI Lesson
2w ago
Why Your Chainlit App on Azure Container Apps Says “Could Not Reach the Server” (and How to Fix It)
TL;DR — If your Chainlit app loads the UI fine but shows “Could not reach the server” with no errors in your container logs, you’re… Continue reading on Medium
Medium · DevOps
☁️ DevOps & Cloud
⚡ AI Lesson
2w ago
Small CI Warnings Become Release Risk
GitHub Actions gave us one of those warnings that is easy to ignore: Continue reading on Medium »

Medium · DevOps
☁️ DevOps & Cloud
⚡ AI Lesson
2w ago
Your Cloud Bill Is Lying to You
I blamed traffic growth for months — until I found the hidden infrastructure decisions quietly burning thousands of dollars every week. Continue reading on Medi

Medium · DevOps
☁️ DevOps & Cloud
⚡ AI Lesson
2w ago
What is a Load Balancer? Strategies, Failover & Differences from Gateways/Proxies
Load balancing is the process of distributing traffic across multiple servers to ensure high availability, scalability, and performance. A… Continue reading on

Medium · DevOps
☁️ DevOps & Cloud
⚡ AI Lesson
2w ago
Systemd Timers: Modern Task Scheduling (Better than Cron?)
Time to Move Beyond Cron Continue reading on Medium »

Medium · DevOps
☁️ DevOps & Cloud
⚡ AI Lesson
2w ago
A Practical Guide to Structuring a Minimal Helm Repo for Multi-Environment Deployments
One of the hardest parts of scaling Kubernetes deployments isn’t Helm itself. Continue reading on Medium »

Medium · DevOps
☁️ DevOps & Cloud
⚡ AI Lesson
2w ago
Install Red Hat Enterprise Linux 10.2 in a VM From VMware vCenter
By now, on May 26th 2026, the latest version of Red Hat Enterprise Linux (RHEL) is 10.2. And we’re gonna do some test to install RHEL 10.2… Continue reading on
Medium · DevOps
☁️ DevOps & Cloud
⚡ AI Lesson
2w ago
Her Sunucu İçin Ayrı Script Yazmadan Linux Üzerinde MySQL, PostgreSQL ve Klasör Yedeklerini…
Yedekleme süreçleri çoğu zaman küçük bir shell script ile başlar. Continue reading on Medium »
Medium · DevOps
☁️ DevOps & Cloud
⚡ AI Lesson
2w ago
When Platforms Optimise for Control
How internal platforms drift from enabling engineers to constraining them Continue reading on Medium »

Medium · DevOps
☁️ DevOps & Cloud
⚡ AI Lesson
2w ago
Linux Process Management & Cron Jobs — Monitor, Control, and Automate Like a DevOps Engineer
Two skills that keep production servers alive and running on schedule Continue reading on Medium »

Medium · DevOps
☁️ DevOps & Cloud
⚡ AI Lesson
2w ago
RabbitMQ Cluster with Quorum Queues — DevOps Zero to Hero Guide
RabbitMQ is widely used for communication between applications and microservices. Running RabbitMQ on a single server can create a single… Continue reading on M

Medium · DevOps
☁️ DevOps & Cloud
⚡ AI Lesson
2w ago
9 Commands I Run in the First 3 Minutes of Every Production Incident
After 11 years on-call, these are the only ones that matter when the pager wakes me up. Continue reading on AWS in Plain English »

Medium · DevOps
☁️ DevOps & Cloud
⚡ AI Lesson
2w ago
Stop Treating Your Code as Immutable: The Art of the Rollback
If you can’t push the “undo” button in under 60 seconds, you aren’t deploying software — you’re playing Russian roulette with your users. Continue reading on St

Medium · Python
☁️ DevOps & Cloud
⚡ AI Lesson
2w ago
When Nginx Timeouts Weren’t Nginx: Debugging Socket Leak in Production
A detective story about a silent application killer, the TCP lifecycle, and why your infrastructure metrics might be lying to you. Continue reading on Medium »

Medium · LLM
☁️ DevOps & Cloud
⚡ AI Lesson
2w ago
Harness Engineering, Part 2: The Architecture of a Modern Delivery System
A 10-part series on building software delivery systems that actually work. Today: the six core pieces every harness is built from. Continue reading on Medium »
Medium · DevOps
☁️ DevOps & Cloud
⚡ AI Lesson
2w ago
Load Balancer — HAProxy
Understanding Load Balancers and HAProxy in Modern Infrastructure Continue reading on Medium »

Medium · DevOps
☁️ DevOps & Cloud
⚡ AI Lesson
2w ago
☸️ Building a Kubernetes Cost Optimization Engine
Complete Step-by-Step FinOps + DevOps Walkthrough for Beginners Continue reading on Medium »

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
2w 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
2w 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
2w 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
2w 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
2w 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
2w 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
2w 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
2w 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
2w 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
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