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
Dev.to AI
☁️ DevOps & Cloud
⚡ AI Lesson
1h ago
Scarab Diagnostic Field Test #024 — pnpm CAFS TMPDIR Socket Budget Boundary
Target: pnpm/pnpm Issue: pnpm/pnpm#12222 PR: pnpm/pnpm#12327 Field Lab: https://github.com/scarab-systems/scarab-field-lab This field test targeted a pnpm insta

Reddit r/devops
☁️ DevOps & Cloud
⚡ AI Lesson
2h ago
I truly don't see the point.
Have we been lied to this entire time? submitted by <a href="https://www.reddit.com/user/Complete-Sea66

Forbes Innovation
☁️ DevOps & Cloud
⚡ AI Lesson
5h ago
Shipping Code Got Cheap—Now What?
When shipping is cheap, you can run far more experiments—but you have to learn from them.

Medium · DevOps
☁️ DevOps & Cloud
⚡ AI Lesson
5h ago
AMD EPYC 8005 Bare Metal Server Review: The Engineering Truth
Stop falling for hardware marketing illusions. Uncover the architectural realities behind six-channel memory trade-offs and how to utilize… Continue reading on

Medium · DevOps
☁️ DevOps & Cloud
⚡ AI Lesson
13h ago
How to Install Kubernetes with kubeadm on AWS EC2 (t3.small)
A step-by-step guide to setting up a Kubernetes cluster on AWS EC2 using kubeadm and Calico. Continue reading on Medium »

Medium · DevOps
☁️ DevOps & Cloud
⚡ AI Lesson
21h ago
How I Built a Production-Ready Containerized Todo App with Flask, MySQL, Nginx, Docker Compose…
A complete walkthrough of Project 16 — from writing the first line of Python to a live CI/CD pipeline pushing to Docker Hub automatically. Continue reading on M
Reddit r/devops
☁️ DevOps & Cloud
⚡ AI Lesson
1d ago
Junior devops community india
Can anyone add me to any fresher devops community from india Just starting devops and wants to be in a community submitted by /u/MIMO_216 [link] [comments] </sp
Medium · Python
☁️ DevOps & Cloud
⚡ AI Lesson
1d ago
I experiment across too many stacks. Here’s how I cleared 90GB of caches I was afraid to delete.
If you work in a single technology stack, you know exactly what’s safe to delete. You’ve seen the build output, you know it regenerates… Continue reading on Med

Medium · DevOps
☁️ DevOps & Cloud
⚡ AI Lesson
1d ago
Deploy to AWS from GitHub Without Storing Any Secret Keys
Many individuals connect GitHub Actions to AWS by inputting an access key and secret key into GitHub. While this method works, it poses a… Continue reading on M

Medium · DevOps
☁️ DevOps & Cloud
⚡ AI Lesson
1d ago
Why Your Prometheus Graphs Are Lying to You
Counters don’t measure rates. Gauges don’t need rate(). And irate() isn't as real-time as you think. Continue reading on Medium »

Medium · DevOps
☁️ DevOps & Cloud
⚡ AI Lesson
1d ago
Automated Code Review With Open Code Review and Claude
Reference: https://github.com/alibaba/open-code-review Continue reading on Medium »

Medium · DevOps
☁️ DevOps & Cloud
⚡ AI Lesson
1d ago
Minimalist EKS
Minimalist Elastic Kubernetes Service Continue reading on Medium »

Medium · DevOps
☁️ DevOps & Cloud
⚡ AI Lesson
1d ago
Why Complex Cloud Deployments Fail: A Deeper Look into Multi-Platform Integration Blocks
Navigating the technical friction between automated deployment pipelines and enterprise cloud security controls. Continue reading on Medium »

Medium · DevOps
☁️ DevOps & Cloud
⚡ AI Lesson
1d ago
AWS SSM: Reaching a Private EKS Cluster Without a Bastion
You have an important demo in a couple of hours, and suddenly the VPN stopped working, and it looks like the issue is related to the ISP… Continue reading on Me

Medium · DevOps
☁️ DevOps & Cloud
⚡ AI Lesson
1d ago
How Google Ensures Stability in Chrome Browser Updates Through Workflows
1. Introduction: The Challenge of Browser Stability Continue reading on Medium »
Reddit r/devops
☁️ DevOps & Cloud
⚡ AI Lesson
1d ago
Here's every edge case I found
Spent the last several months going down a rabbit hole: I wanted to understand how Kubecost actually knows what a pod costs. Not the high-level answer — the act

Medium · DevOps
☁️ DevOps & Cloud
⚡ AI Lesson
1d ago
The Shift-Left Data Dilemma: Choosing the Right Test Data Management Tools for Enterprise CI/CD
The Shift-Left Data Dilemma: Choosing the Right Test Data Management Tools for Enterprise CI/CD Continue reading on Medium »

Dev.to · Markus Gasser
☁️ DevOps & Cloud
⚡ AI Lesson
1d ago
A practical playbook for choosing browser automation and cross-browser testing tools
If your goal is faster releases with fewer flaky failures, the tool choice matters less than the...

Medium · Programming
☁️ DevOps & Cloud
⚡ AI Lesson
1d ago
Mastering Servers & Infrastructure for Software and Web Applications: The Complete Developer’s…
“Great applications are not built only with code; they are built on strong infrastructure.” Continue reading on Stackademic »

Medium · DevOps
☁️ DevOps & Cloud
⚡ AI Lesson
1d ago
Mastering Servers & Infrastructure for Software and Web Applications: The Complete Developer’s…
“Great applications are not built only with code; they are built on strong infrastructure.” Continue reading on Stackademic »
InfoQ AI/ML
☁️ DevOps & Cloud
⚡ AI Lesson
2d ago
Presentation: Confidently Automating Changes Across a Diverse Fleet
Netflix engineer Casey Bleifer shares how to achieve rapid, automated code changes across a massive, diverse software fleet. She discusses building an event-dri

Medium · DevOps
☁️ DevOps & Cloud
⚡ AI Lesson
2d ago
TLS Certificate Monitoring Made Simple with Elastic Stack
Build a Kubernetes(kind cluster)-based system to detect certificate expiry early and get alerted before outages Continue reading on Medium »

Medium · DevOps
☁️ DevOps & Cloud
⚡ AI Lesson
2d ago
Running Production Workloads on Amazon EKS: A Deep Dive
A production EKS setup spans multiple availability zones, uses managed node groups for worker nodes, and integrates tightly with IAM, VPC… Continue reading on M

Medium · DevOps
☁️ DevOps & Cloud
⚡ AI Lesson
2d ago
Red Hat OCP Serisi — 2: Ücretsiz Uygulama Alternatifleri ve OpenShift Local (CRC) Kurulumu
Bir önceki bölümde, Red Hat OpenShift Container Platform (OCP) mimarisini, onu standart Kubernetes’ten ayıran temel özellikleri, özel… Continue reading on Mediu
Medium · DevOps
☁️ DevOps & Cloud
⚡ AI Lesson
2d ago
How I Deployed a Client’s Next.js Portfolio on AWS — Without Touching Vercel
When James Smith, a freelance web designer, came to me with a finished Next.js portfolio, the obvious move was Vercel. One GitHub… Continue reading on Medium »

Medium · DevOps
☁️ DevOps & Cloud
⚡ AI Lesson
2d ago
How to structure terraform for Multi Cloud Architecture — Part Two
Part 2: How We Governed a Multi-Cloud Terraform Platform at Enterprise Scale Continue reading on Medium »
Medium · DevOps
☁️ DevOps & Cloud
⚡ AI Lesson
2d ago
How Does the Internet Find My Server? The Doubt That Stopped Me
Private IPs, CIDR, and NAT, explained the way I actually figured them out Continue reading on Medium »

Medium · DevOps
☁️ DevOps & Cloud
⚡ AI Lesson
2d ago
From Localhost to Production: Deploying Django + React with HTTPS and Nginx
The “Oh Crap, Now What?” Moment Continue reading on Medium »
Reddit r/devops
☁️ DevOps & Cloud
⚡ AI Lesson
2d ago
Moving from c5a.2xlarge (x86) to c8g.2xlarge (Graviton) on EKS, any real-world experiences?
I’ve been running my EKS worker nodes on c5a.2xlarge (x86) for a while on Dev, but for prod, I’m planning to move and test c8g.2xlarge (Graviton / ARM64) to t
Medium · DevOps
☁️ DevOps & Cloud
⚡ AI Lesson
2d ago
Starting with Azure: Account, CLI, and Resource Groups
Day 1 of learning Azure, done through the terminal instead of theory Continue reading on Medium »

Medium · DevOps
☁️ DevOps & Cloud
⚡ AI Lesson
2d ago
CI/CD Explained for Beginners: How Modern Software Gets Built, Tested, and Released Faster
From Manual Deployments to Automated DevOps Pipelines Continue reading on Medium »
![[be rust] Building a Simple Vault Config Loader in Rust](https://cdn-images-1.medium.com/max/914/1*P8ajj-kU1wmphuoNdTsKLQ.png)
Medium · DevOps
☁️ DevOps & Cloud
⚡ AI Lesson
2d ago
[be rust] Building a Simple Vault Config Loader in Rust
A step-by-step approach to loading application configuration from HashiCorp Vault (KV v2) Continue reading on Medium »
Medium · DevOps
☁️ DevOps & Cloud
⚡ AI Lesson
2d ago
How do you make lemonade when AWS throws a surprise lime at your wallet?
You read my little confession yesterday about getting squeezed by an unexpected AWS bill, right? I knew the question on your mind was… Continue reading on Mediu
Medium · DevOps
☁️ DevOps & Cloud
⚡ AI Lesson
2d ago
How to Assess SDLC Audit Evidence Automation in 2026
If you’re leading a regulated engineering team, you already know audit evidence is no longer something you can assemble after the fact… Continue reading on Medi
Medium · DevOps
☁️ DevOps & Cloud
⚡ AI Lesson
2d ago
Top 10 Audit Evidence Tools for Regulated Engineering
Regulated engineering teams have a different audit problem than the rest of the business. Continue reading on Medium »

Medium · DevOps
☁️ DevOps & Cloud
⚡ AI Lesson
2d ago
Stop Treating Your Cloud Bucket Like a Digital Drawer
In modern enterprise environments, cloud storage has become the backbone of digital operations. Continue reading on Medium »

Medium · DevOps
☁️ DevOps & Cloud
⚡ AI Lesson
2d ago
How Git Commits Can Travel Without GitHub
Most developers are familiar with sharing code through remote repositories and Pull Requests. But Git also provides another way to share… Continue reading on St

Medium · DevOps
☁️ DevOps & Cloud
⚡ AI Lesson
3d ago
Are we solving problems, or are we creating a new “Ops” discipline every time a new problem appears?
Cloud Was Supposed to Reduce Complexity. Why Does Every New Problem Create Another “Ops” Team? Continue reading on Medium »
Medium · Programming
☁️ DevOps & Cloud
⚡ AI Lesson
3d ago
Linux File Permissions Explained Like You’re New to the Terminal
Four permission patterns cover 90% of what you will ever need. Here is the mental model behind all of them. Continue reading on Stackademic »
Medium · Programming
☁️ DevOps & Cloud
⚡ AI Lesson
3d ago
Linux Signals Explained: What Actually Happens When You Kill a Process
SIGTERM, SIGKILL, SIGHUP, SIGINT: what each one does, when to use it, and why kill -9 should always be your last move. Continue reading on Stackademic »

Medium · DevOps
☁️ DevOps & Cloud
⚡ AI Lesson
3d ago
The DynamoDB Partition Split That Doubled Our P99 Latency
A production investigation into the invisible infrastructure event that no CloudWatch alarm catches. Continue reading on Medium »

Medium · DevOps
☁️ DevOps & Cloud
⚡ AI Lesson
4d ago
Kafka Best Practices That Can Cause Production Outages
Why min.insync.replicas = RF - 1 Can Be a Production Landmine in Apache Kafka Continue reading on Dev Genius »

Medium · Programming
☁️ DevOps & Cloud
⚡ AI Lesson
4d ago
20 Real Accenture DevOps Interview Questions Every Engineer Should Know
DevOps has become one of the most sought-after skill sets in modern software development. Organizations such as Accenture look for… Continue reading on Medium »
Medium · DevOps
☁️ DevOps & Cloud
⚡ AI Lesson
4d ago
Building a Full DevSecOps CI/CD Pipeline with GitLab
How I embedded SAST, DAST, and SCA directly into my GitLab pipeline — and why every developer or DevOPS or Cloud Engineer should too Continue reading on Medium

Medium · Programming
☁️ DevOps & Cloud
⚡ AI Lesson
4d ago
Memory Leaks in Golang (Go)
If your Go program is using more and more memory and you want to find where the memory leak is you can use pprof to do that. Continue reading on Medium »

Medium · DevOps
☁️ DevOps & Cloud
⚡ AI Lesson
4d ago
AWS SSM: Deploying with GitHub Actions
AWS Systems Manager (SSM) lets a GitHub Actions workflow run shell scripts on a private EC2 fleet without storing long-lived AWS access… Continue reading on Med

Medium · DevOps
☁️ DevOps & Cloud
⚡ AI Lesson
4d ago
Terraform vs Pulumi vs Crossplane: The Battle for the Future of Infrastructure
Why Infrastructure as Code Is No Longer Enough Continue reading on AegisOps »

Medium · DevOps
☁️ DevOps & Cloud
⚡ AI Lesson
5d ago
How an Innocent AWS NAT Gateway Blew Up Our Startup’s Bill
It was a quiet Tuesday morning when our Slack billing alert triggered. Continue reading on Medium »
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