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 · Apogee Watcher
☁️ DevOps & Cloud
⚡ AI Lesson
3w ago
Lighthouse CI vs Managed Monitoring: Build vs Buy for Agencies
Lighthouse CI is free and CI-native, but agency portfolios outgrow DIY scripts fast. Compare build vs buy for PageSpeed monitoring: maintenance, client reportin

Medium · DevOps
☁️ DevOps & Cloud
⚡ AI Lesson
3w ago
Minimalist EKS: The Hard Way Too
Deploying EKS into an Existing VPC with eksctl and Terraform Continue reading on Medium »

Medium · DevOps
☁️ DevOps & Cloud
⚡ AI Lesson
3w ago
Day 164 — OpenTelemetry Collector Processors: The Control Layer of Your Observability Pipeline
12th June 2026 ,Netherlands — Modern observability is no longer just about collecting logs, metrics, and traces. Collection is only the… Continue reading on Med

Medium · DevOps
☁️ DevOps & Cloud
⚡ AI Lesson
3w ago
The 30-Second Server Health Check: Demystifying CPU, RAM, and Disk Metrics
A server under strain rarely crashes immediately. It slows down quietly. Database queries take a few milliseconds longer, web pages… Continue reading on Medium

Medium · DevOps
☁️ DevOps & Cloud
⚡ AI Lesson
3w ago
How a Simple Docker Makefile Saved My Team Hundreds of Hours
Makefile in Spring Boot — Run Docker Commands Like a Pro with Java 25 and Spring Boot 4 Continue reading on Medium »

Medium · JavaScript
☁️ DevOps & Cloud
⚡ AI Lesson
3w ago
React Native CI/CD — 3 Platforms, 1 Push, 0 Dollars (GitHub Actions + Appetize + Netlify)
This is Part 3 of a 5-part series on free CI/CD for mobile and web developers. Part 1: Flutter | Part 2: Native iOS & Android Continue reading on Medium »

Medium · DevOps
☁️ DevOps & Cloud
⚡ AI Lesson
3w ago
Top 7 MCP Servers for AWS Infrastructure Automation
AWS is where most engineering organisations’ infrastructure lives, and AWS is increasingly where AI automation delivers the most immediate… Continue reading on

Medium · DevOps
☁️ DevOps & Cloud
⚡ AI Lesson
3w ago
Using AWS DevOps Agent with Terraform and CI/CD Pipelines
There’s no shortage of AI tools claiming to improve software delivery. Most of them focus on code generation. Some focus on chat… Continue reading on Medium »
Medium · DevOps
☁️ DevOps & Cloud
⚡ AI Lesson
3w ago
Why We Stopped Storing AWS Access Keys in GitHub Actions Secrets
For years, one of the most common patterns in CI/CD pipelines looked like this: Continue reading on Medium »

Medium · DevOps
☁️ DevOps & Cloud
⚡ AI Lesson
3w ago
No Static Credentials
What the documentation assumes, what ESO 2.x quietly dropped, and why the trust chain matters more than the commands. Continue reading on Medium »

Dev.to · Qasim Muhammad
☁️ DevOps & Cloud
⚡ AI Lesson
3w ago
Ephemeral Inboxes: Spin Up a Mailbox Per Test Run
Two CI workers kick off at the same moment. Both sign up a test user, both poll the shared QA Gmail...

Dev.to · Kento IKEDA
☁️ DevOps & Cloud
⚡ AI Lesson
3w ago
Datadog and AWS Shipped Ops Agents on the Same Day. What Are They Fighting Over?
On June 9, 2026 (US time), two big announcements landed on the same day. At the keynote of Datadog's...
Medium · Programming
☁️ DevOps & Cloud
⚡ AI Lesson
3w ago
What is Cloud Computing? A Beginner’s Guide
By Sailee Shingare | M.S. in Computer Science, Northern Illinois University (NIU) Continue reading on Medium »
Medium · Cybersecurity
☁️ DevOps & Cloud
⚡ AI Lesson
3w ago
When Proxy Infrastructure Monitors Itself: An ASOCKS → 100UP Pivot via Exposed Prometheus
A short methodology note on clustering proxy infrastructure through its own telemetry — with the weak links called out. Continue reading on Medium »

Dev.to · FOLASAYO SAMUEL OLAYEMI
☁️ DevOps & Cloud
⚡ AI Lesson
3w ago
Fixing GHCR “Unauthorized” + Docker “Cannot perform interactive login from non-TTY” in GitHub Actions + SSH Deployments
Fixing GHCR “Unauthorized” + Docker “Cannot perform interactive login from non-TTY” in GitHub...

Dev.to · FOLASAYO SAMUEL OLAYEMI
☁️ DevOps & Cloud
⚡ AI Lesson
3w ago
Fixing GHCR “Unauthorized” + Docker “Cannot perform interactive login from non-TTY” in GitHub Actions + SSH Deployments
When deploying applications using GitHub Actions + SSH (appleboy/ssh-action) and pulling images from...

Dev.to · Samson Tanimawo
☁️ DevOps & Cloud
⚡ AI Lesson
3w ago
Error Budget Policies That Hold Leadership Accountable
Error budgets are useless without a policy. 'We're out of error budget' should trigger consequences....
Reddit r/devops
☁️ DevOps & Cloud
⚡ AI Lesson
3w ago
How do enterprise clients actually hold you accountable for SLA compliance?
Hey, Genuine question for anyone running infrastructure or working at a B2B SaaS company: Do your enterprise clients ever formally ask for uptime/SLA report

Medium · DevOps
☁️ DevOps & Cloud
⚡ AI Lesson
3w ago
Free CIDR Calculator Tool for Cloud-Network Engineers (Subnet Made Easy)
Subnetting and CIDR calculations are essential for Cloud and Network Engineers, DevOps professionals, and IT students. Continue reading on Medium »

Dev.to · beefed.ai
☁️ DevOps & Cloud
⚡ AI Lesson
3w ago
Automated Post-Deployment Verification and Safe Rollbacks
Implement automated post-deployment verification — canaries, smoke tests, and drift detection — to validate every cloud change and enable safe rollbac

Medium · DevOps
☁️ DevOps & Cloud
⚡ AI Lesson
3w ago
Day 23 of My Cloud Engineering Journey: Getting Comfortable with Linux and the Bash Shell
Today I continued building my Linux foundation by working directly in the command line and learning more about the Bash shell. Continue reading on Medium »

Dev.to · Daniel Westgaard
☁️ DevOps & Cloud
⚡ AI Lesson
3w ago
How to Find Every Consumer of Your GitLab CI Template
You maintain a shared GitLab CI template. You need to rename a job, change an input, or restructure...

Dev.to · zerodrop
☁️ DevOps & Cloud
⚡ AI Lesson
3w ago
MailHog Alternatives for CI Pipelines in 2026
MailHog was the go-to fake SMTP server for years. It's simple, free, and gets the job done locally....

Dev.to · Denis Toropov
☁️ DevOps & Cloud
⚡ AI Lesson
3w ago
Transactional Outbox with Kafka: How to Stop Losing Events When Syncing Databases
Transactional Outbox with Kafka: How to Stop Losing Events When Syncing Databases When you...
Reddit r/devops
☁️ DevOps & Cloud
⚡ AI Lesson
3w ago
How do you catch deploy-unsafe migrations before they hit prod?
We got bitten a couple of times by migrations that were fine as a target schema but not fine during the rollout - old pods still reading a column that a new pod
Reddit r/programming
☁️ DevOps & Cloud
⚡ AI Lesson
3w ago
Why DROP COLUMN breaks rolling deploys, and a CI linter to catch it
Author here. We kept writing migrations that were fine as a final schema but unsafe during the rollout itself - old pods still reading a column while new pods h

Dev.to · Mihir Naik
☁️ DevOps & Cloud
⚡ AI Lesson
3w ago
The Observability Gap for Small Deployments
Over the years, I've worked on multiple small-to-medium applications running on modest...

Dev.to · Sid Probstein
☁️ DevOps & Cloud
⚡ AI Lesson
3w ago
Moving Docker images between repos with crane (after imagetools wasted my afternoon)
I had a freshly-built, multi-arch dev image (linux/amd64 + linux/arm64) and one job: promote it into...

Medium · DevOps
☁️ DevOps & Cloud
⚡ AI Lesson
3w ago
Kubernetes, Explained: Complete Beginner’s Guide
From bare-metal servers to orchestrated microservices — everything you need to understand K8s from the ground up. Continue reading on Medium »

Medium · DevOps
☁️ DevOps & Cloud
⚡ AI Lesson
3w ago
The Ultimate DevOps Handbook: 120+ Essential Concepts Every Engineer Should Know
Beginner to Advanced Guide to Modern DevOps, CI/CD, Infrastructure as Code, Git, Testing, and Configuration Management (Part 1) Continue reading on Medium »

Medium · DevOps
☁️ DevOps & Cloud
⚡ AI Lesson
3w ago
My Script Crashed and Left a Lock File Behind. Every Run After That Refused to Start.
A backup script of mine created a lock file on startup so two copies couldn’t run at once — sensible. Then one night it hit an error… Continue reading on Medium
Medium · DevOps
☁️ DevOps & Cloud
⚡ AI Lesson
3w ago
Day of the from KodeKloud.
Day ퟭퟬ of the ퟭퟬퟬ 헗헮혆혀 헼헳 헗헲혃헢헽혀 헖헵헮헹헹헲헻헴헲. Today’s task: Create a Linux Bash Script. Continue reading on Medium »

Dev.to · Yuriy
☁️ DevOps & Cloud
⚡ AI Lesson
3w ago
Building Adal: predictable webhook delivery without black boxes
Hi DEV community, I'm Yuriy, a fullstack developer and DevOps engineer with 10+ years of experience....

Medium · DevOps
☁️ DevOps & Cloud
⚡ AI Lesson
3w ago
SyncDoc: Infrastructure Documentation That Writes Itself
It was 2:37 AM when the pager went off. Production was degraded — a downstream service was timing out under load. I pulled up our ops wiki… Continue reading on

Medium · DevOps
☁️ DevOps & Cloud
⚡ AI Lesson
3w ago
How to deploy to Vercel Hobby from a shared private repo
I’m doing my IT right now, and one of the things I picked up was building a small admin dashboard to track stuff at work. Nothing fancy… Continue reading on Med

Medium · DevOps
☁️ DevOps & Cloud
⚡ AI Lesson
3w ago
Stop Writing Cron Jobs. Use a systemd Timer.
A field guide to systemd timers: OnCalendar syntax, missed-run persistence, journald log retention — and what cron can’t match. Continue reading on Medium »
The Register
☁️ DevOps & Cloud
⚡ AI Lesson
3w ago
Apple gives Mac devs a WSL-ish thing to call their own
Persistent containers promise native tooling and strong isolation, though docs, features, and memory handling need polish

Medium · DevOps
☁️ DevOps & Cloud
⚡ AI Lesson
3w ago
Queue It Up: Mastering RabbitMQ with Real-Life Hacks & Pro Tips
Picture this: Black Friday, 11:58 PM. Your e-commerce site is doing 50,000 orders per minute. The payment service is drowning. The… Continue reading on Medium »

Medium · DevOps
☁️ DevOps & Cloud
⚡ AI Lesson
3w ago
Inventariando JBoss EAP 6, 7 e 8 com Bash: descobrindo WARs, EARs, Domain, Standalone, Master e…
Em ambientes corporativos, órgãos públicos e grandes empresas, é muito comum encontrar dezenas ou centenas de servidores rodando JBoss EAP… Continue reading on
Medium · DevOps
☁️ DevOps & Cloud
⚡ AI Lesson
3w ago
Six real bugs I hit running Argo CD on Civo K3s 1.34
A polished README hides the hours that went into making it work. The README for civo-infrastructure is no exception. The repo’s terragrunt… Continue reading on
Dev.to AI
☁️ DevOps & Cloud
⚡ AI Lesson
3w 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

Dev.to · Jason St-Cyr
☁️ DevOps & Cloud
⚡ AI Lesson
3w ago
What You Need to Know About the New puppetlabs-stdlib 10 in June 2026
The TL;DR We are releasing puppetlabs-stdlib 10.0.1 with a...

Dev.to · Sohana Akbar
☁️ DevOps & Cloud
⚡ AI Lesson
3w ago
📈 Horizontal Pod Autoscaling Based on Frontend Traffic: Beyond CPU Metrics
Stop scaling by CPU. Start scaling by what actually matters — your users. Let’s be honest: Scaling...

Dev.to · Martin Palopoli
☁️ DevOps & Cloud
⚡ AI Lesson
3w ago
From repo to production in one command: how Fitz makes deployment a language feature
A walk through the deployment story of Fitz — healthchecks, secrets as opaque types, OpenTelemetry...

Reddit r/devops
☁️ DevOps & Cloud
⚡ AI Lesson
3w 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

Dev.to · ricco020
☁️ DevOps & Cloud
⚡ AI Lesson
3w ago
Recovering data from a failed RAID array with ddrescue: a practical walkthrough
When a RAID array fails, the worst thing you can do is panic and start poking at it immediately. I've...
Reddit r/devops
☁️ DevOps & Cloud
⚡ AI Lesson
3w ago
Wrote up how OTel fleet management works under the hood with OpAMP Supervisor
Fleet management within the open telemetry framework is difficult and often confusing. No doubt the contributors to these projects have done an amazing job deve

Medium · Python
☁️ DevOps & Cloud
⚡ AI Lesson
3w ago
Building Autonomous Observability Systems Using Python
How I Streamlined Production Monitoring by Writing Code That Watches Code. Continue reading on Top Python Libraries »
DeepCamp AI