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
1w ago
Stop Using pip in CI — I Cut CI/CD Build Times by 68% with One Change
Most Python CI pipelines are slower than they should be — and it’s not obvious why right away. In the CI/CD pipelines which my team uses… Continue reading on Me
Reddit r/programming
☁️ DevOps & Cloud
⚡ AI Lesson
1w ago
Docker Networking explained in plain English
submitted by /u/AdvertisingFancy7011 [link] [comments]

Medium · DevOps
☁️ DevOps & Cloud
⚡ AI Lesson
1w ago
Docker Komutları 6: Temizlik, Kaynak Yönetimi ve Faydalı Komutlar
Bir önceki yazıda Docker Compose konusuna giriş yapmıştık. Continue reading on Medium »

Medium · DevOps
☁️ DevOps & Cloud
⚡ AI Lesson
1w ago
When Docker Desktop Dies in Silence: Debugging a WSL2 Named Pipe Failure Through Process…
A systematic root cause analysis of a non-obvious Docker Desktop crash on Windows + WSL2, and why the fix was a single startup toggle —… Continue reading on Med

Medium · DevOps
☁️ DevOps & Cloud
⚡ AI Lesson
1w ago
The SMTP `250 OK` That Wasn’t — How Gmail Silently Deleted Thousands of Our Emails a Day
The SMTP 250 OK That Wasn't — How Gmail Silently Deleted Thousands of Our Emails a Day Continue reading on Medium »
Medium · DevOps
☁️ DevOps & Cloud
⚡ AI Lesson
1w ago
How Shell Scripts Make Decisions Using If-Else Statements
Imagine you are leaving home in the morning Continue reading on Medium »
Reddit r/devops
☁️ DevOps & Cloud
⚡ AI Lesson
2w ago
Kodekloud platform
Guys is kodekloud platform good for devops Learning + labs Any using this platform to learn submitted by /u/biggestpieceofshit_1 [link] [comments]
Medium · DevOps
☁️ DevOps & Cloud
⚡ AI Lesson
2w ago
Build a Production MCP Server with FastMCP 3.0 (Auth + Tracing)
Quickstarts get you a 15-line server. Here’s the auth middleware, JWT checks, and OpenTelemetry tracing that survive production. Continue reading on Medium »

Medium · DevOps
☁️ DevOps & Cloud
⚡ AI Lesson
2w ago
Redis in Production 2026: I Got Burned So Many Times That I Finally Built a War Room
From cache stampedes to mysterious OOM kills and replication disasters — here’s everything I learned the hard way running Redis at scale… Continue reading on AW

Medium · DevOps
☁️ DevOps & Cloud
⚡ AI Lesson
2w ago
How We Used VPC Flow Logs with Athena to Solve a Production Outage in AWS
At 2:15 AM, our monitoring system started triggering alerts. Continue reading on Medium »

Medium · DevOps
☁️ DevOps & Cloud
⚡ AI Lesson
2w ago
The Linux OOM Killer Scored Your JVM at 999 and You Never Knew (How to Stop Losing Containers to…
Why your JVM heap looks healthy at 60% while the kernel sees 95% and reaches for the kill switch? Continue reading on Medium »

Medium · Cybersecurity
☁️ DevOps & Cloud
⚡ AI Lesson
2w ago
Building Atlas: A Lightweight AWS Infrastructure Graphing Tool
You start with a few AWS resources. Then the environment grows. VPCs connect to subnets. Instances get attached to security groups. Route… Continue reading on M

Medium · DevOps
☁️ DevOps & Cloud
⚡ AI Lesson
2w ago
KodeKloud Engineer Day 93: Using Ansible Conditionals.
Hey Everyone! I have taken up the kodekloud engineer daily challenge [100 days of Devops] and through this series, we shall slowly but… Continue reading on Medi

Medium · DevOps
☁️ DevOps & Cloud
⚡ AI Lesson
2w ago
KodeKloud Engineer Day 92: Managing Jinja2 Templates Using Ansible.
Hey Everyone! I have taken up the kodekloud engineer daily challenge [100 days of Devops] and through this series, we shall slowly but… Continue reading on Medi

Medium · DevOps
☁️ DevOps & Cloud
⚡ AI Lesson
2w ago
Modernizing CI/CD: Migrating Bash and Jenkins Pipelines to GitHub Actions
In earlier posts Migrating Bitbucket Repositories and Pipelines to GitHub Actions and Secure Dependency Updates During Bitbucket to GitHub… Continue reading on

Medium · DevOps
☁️ DevOps & Cloud
⚡ AI Lesson
2w ago
OviOS Linux V6 POLARIS Is Here: Everything You Need to Know
The open-source storage OS just made its biggest leap yet — and it’s worth paying attention to. Continue reading on Medium »

Medium · DevOps
☁️ DevOps & Cloud
⚡ AI Lesson
2w ago
Setup Azure DevOps Workload Identity Federation using Terraform
A colleague recently asked how to automate the creation of new Workload Identity Federations after the existing configuration stopped… Continue reading on Mediu

Medium · Cybersecurity
☁️ DevOps & Cloud
⚡ AI Lesson
2w ago
Setup Azure DevOps Workload Identity Federation using Terraform
A colleague recently asked how to automate the creation of new Workload Identity Federations after the existing configuration stopped… Continue reading on Mediu

Medium · DevOps
☁️ DevOps & Cloud
⚡ AI Lesson
2w ago
Por que não operar OpenSSL ou step-ca em produção | CA privada
Por que sua fintech não deveria operar OpenSSL ou step-ca em produção Continue reading on Medium »

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 »
DeepCamp AI