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 · JavaScript
☁️ DevOps & Cloud
⚡ AI Lesson
44m ago
Your .env file is a mess (and how to fix it in 2 seconds
If you’ve been working on a project for a while, your environment variables are probably a mess. Continue reading on Medium »

Medium · DevOps
☁️ DevOps & Cloud
⚡ AI Lesson
4h ago
Stop Waiting for CI/CD During Zero-Day Exploits: Laravel’s Dynamic Runtime Patching for Instant…
Last quarter, a subtle authorization bypass was discovered deep within a rarely-used API endpoint in one of our core Laravel services. It… Continue reading on M

Medium · DevOps
☁️ DevOps & Cloud
⚡ AI Lesson
5h ago
CDN Setup Without Breaking Dynamic Content
Somebody puts a CDN in front of the site on a Friday. The homepage gets faster, the bill goes down, everyone is pleased. On Monday a… Continue reading on Medium

Medium · DevOps
☁️ DevOps & Cloud
⚡ AI Lesson
8h ago
Cleaning Up Docker Disk Usage Safely
The alert says the root partition is at 97%. You SSH in, run df -h, and /var/lib/docker is sitting on forty-something gigabytes. The first… Continue reading on
InfoQ AI/ML
☁️ DevOps & Cloud
⚡ AI Lesson
10h ago
Terraform Introduces tfpolicy, an HCL-based Policy-as-Code Framework
HashiCorp has introduced tfpolicy, a new HCL-based policy-as-code framework for Terraform, now available in public beta within HCP Terraform. It is designed to

Medium · DevOps
☁️ DevOps & Cloud
⚡ AI Lesson
20h ago
Why AWS Lambda Has Internet Access by Default (And When That Changes)
Picture this: a team ships a Lambda function that calls a couple of third-party APIs. Continue reading on Medium »

Medium · DevOps
☁️ DevOps & Cloud
⚡ AI Lesson
1d ago
How I Containerized, Deployed, Monitored, and Troubleshot a Production Kubernetes Platform on…
During our sprint planning meeting, the Software Engineering team announced that the latest release of the TechPathway Platform was ready… Continue reading on M

Medium · DevOps
☁️ DevOps & Cloud
⚡ AI Lesson
2d ago
Top 100 AWS DevOps Interview Questions and Answers Guide
Think you’re ready for an AWS DevOps interview? Continue reading on Medium »
GitHub Engineering
☁️ DevOps & Cloud
⚡ AI Lesson
2d ago
Tame Dependabot: Group your updates, slow the cadence, keep security fast
Dependabot keeps your dependencies current, but its defaults can flood your repository with pull requests. Here's how grouping updates, slowing the cadence, and

Medium · DevOps
☁️ DevOps & Cloud
⚡ AI Lesson
2d ago
How I Structure Full-Stack Applications for Scalability, CI/CD, and Easier Deployments
How I Structure Full-Stack Applications: The Approach That Works for Me Continue reading on Medium »

Medium · DevOps
☁️ DevOps & Cloud
⚡ AI Lesson
3d ago
Day 4: Docker Containers Explained: Lifecycle, Commands, and Core Concepts
Learn what Docker containers are, how they work, understand the complete container lifecycle, and master the Docker commands every… Continue reading on Medium »
InfoQ AI/ML
☁️ DevOps & Cloud
⚡ AI Lesson
3d ago
GitHub Introduces Default "Cooldown" Policy for Dependabot Version Updates
Instead of immediately opening pull requests when newer dependency versions are released, Dependabot now waits three days before suggesting upgrades, thus incre

Medium · DevOps
☁️ DevOps & Cloud
⚡ AI Lesson
3d ago
Day 69 of My Cloud Engineering Journey: Jenkins Install, Plugins, and Remote Server Automation
Today I continued with the jenkins course and got more hands-on with installing from scratch. Continue reading on Medium »

Medium · DevOps
☁️ DevOps & Cloud
⚡ AI Lesson
3d ago
Your Database Will Betray You: Backups, Disaster Recovery, and How to Sleep at Night
A Vibe Coder’s Guide to Data Integrity (Without Becoming a Full-Time DBA) Continue reading on Medium »

Medium · DevOps
☁️ DevOps & Cloud
⚡ AI Lesson
3d ago
Using GNU Make and Makefiles as a Project Task Runner
Learn how GNU Make goes beyond builds to automate your project’s everyday commands. Continue reading on Medium »

Medium · DevOps
☁️ DevOps & Cloud
⚡ AI Lesson
3d ago
The Dependency Trap: The hidden cost of npm install
I have observed this pattern repeatedly throughout my career. When a problem arises in web development, the immediate reflex is the… Continue reading on Medium
Medium · DevOps
☁️ DevOps & Cloud
⚡ AI Lesson
4d ago
The Midnight Stampede: Why Your Cron Architecture Is Broken (And How to Fix It)
At 00:00:01, your database CPU hits 100%. Six jobs are all trying to lock the same tables. You get paged at 3 AM. All because of a single… Continue reading on M
Medium · DevOps
☁️ DevOps & Cloud
⚡ AI Lesson
4d ago
Building a Full CI/CD Pipeline with Jenkins: From Git Commit to Running in Kubernetes
The goal of CI/CD is simple and powerful: a developer pushes code to Git, and moments later that code is safely tested, scanned, and… Continue reading on Medium

Medium · DevOps
☁️ DevOps & Cloud
⚡ AI Lesson
5d ago
ZFS vs LVM vs Btrfs: a deep comparison, scored across 20 criteria
Three systems, three completely different bets on where flexibility should live — and the gap between them is smaller than most engineers… Continue reading on M

Medium · DevOps
☁️ DevOps & Cloud
⚡ AI Lesson
5d ago
Static site generators solve a problem I don't have
Docs as data, and a Markdown server with no build step Continue reading on Medium »

Medium · DevOps
☁️ DevOps & Cloud
⚡ AI Lesson
5d ago
I Built an AI Terraform Plan Reviewer and Hit Five Access Gates Getting There
Every Terraform PR I review goes the same way. I open the plan output, scroll past forty lines of ~tags and ~id noise, and try to spot the… Continue reading on

Medium · DevOps
☁️ DevOps & Cloud
⚡ AI Lesson
5d ago
Top 10 CNCF Projects You Are Not Using But Should Be in 2026
The Cloud Native Computing Foundation’s landscape in 2026 counts more than 200 projects. Most engineers interact with a small subset… Continue reading on Devops

Medium · DevOps
☁️ DevOps & Cloud
⚡ AI Lesson
5d ago
Stop Writing Python Scripts for Things awk Does in One Line
Every time I see someone fire up a Python script to parse a log file, I feel a little sad. Not because Python is bad — because awk would… Continue reading on Me

Hackernoon
☁️ DevOps & Cloud
⚡ AI Lesson
6d ago
Enhancing Concurrent DevOps Tool Resilience: Addressing Data Communication Challenges in GitHub Work
Learn why replacing Go MPSC channels with a database-backed queue made a GitHub workflow automation tool resilient to crashes, retries, and failures.

Medium · DevOps
☁️ DevOps & Cloud
⚡ AI Lesson
6d ago
This article is Part 3 GitHub Actions from Zero to Production
Part 3: Jobs, Runners, Secrets & Production Best Practices Continue reading on Medium »

Medium · DevOps
☁️ DevOps & Cloud
⚡ AI Lesson
6d ago
Two Kinds of Trust, and Why I Needed Both
This week for DMI Cohort 3 was the week Git stopped being commands I typed and started being a story I actually understood. Continue reading on Medium »

Medium · DevOps
☁️ DevOps & Cloud
⚡ AI Lesson
6d ago
Network Configuration in RHEL 9: nmcli, nmtui, Network Teaming & Port Forwarding
Network configuration is one of the most important part of Linux system administrator. Weather deploying enterprise application… Continue reading on Medium »

Medium · DevOps
☁️ DevOps & Cloud
⚡ AI Lesson
6d ago
DevOps Managed Services
Keep your software delivery pipeline running at peak efficiency with DevOps Managed Services tailored for modern cloud environments. We… Continue reading on Med

Medium · DevOps
☁️ DevOps & Cloud
⚡ AI Lesson
1w ago
Terraform Interview Questions You Must Know (DevOps / SRE)
Terraform is close to a default expectation in DevOps interviews now. Here are the questions that show up most, with the answers that… Continue reading on Mediu

Medium · DevOps
☁️ DevOps & Cloud
⚡ AI Lesson
1w ago
AI Can Write the YAML. Production Still Needs an Owner.
Why AI is not replacing DevOps engineers, it is moving the job up the stack Continue reading on Medium »

Medium · DevOps
☁️ DevOps & Cloud
⚡ AI Lesson
1w ago
Cert-Manager: Certificados TLS automáticos en Kubernetes con Let’s Encrypt.
Aprenderemos cómo automatizar la emisión y renovación de certificados TLS en Kubernetes usando cert-manager y Let’s Encrypt, validando el… Continue reading on M

Medium · DevOps
☁️ DevOps & Cloud
⚡ AI Lesson
1w ago
The Cloud Bill That Made Us Buy Servers Again
A break-even model for cloud repatriation, and the sensitivity table that actually decides it Continue reading on Medium »

Medium · DevOps
☁️ DevOps & Cloud
⚡ AI Lesson
1w ago
CI/CD Build Cache Optimization Strategies: A Complete Beginner-to-Advanced Guide
How to cut your pipeline times from 20 minutes to 2 minutes — and understand exactly why it works. Continue reading on Medium »
Medium · DevOps
☁️ DevOps & Cloud
⚡ AI Lesson
1w ago
How to Check Your Public IP Address From the Linux Terminal in One Command
What an IP address actually is, why you have two of them, and how to see the one the rest of the internet uses to find you Continue reading on Bash_DevOps_AI »

Medium · DevOps
☁️ DevOps & Cloud
⚡ AI Lesson
1w ago
R&D su un Database di Security 100% Statico: GitHub Actions, Hugo e Zero Backend
Ogni volta che dobbiamo costruire una dashboard di monitoraggio o un aggregatore di dati, l’istinto architetturale predefinito ci porta… Continue reading on Med

Medium · DevOps
☁️ DevOps & Cloud
⚡ AI Lesson
1w ago
One command enables direct-connect PCs to communicate across different subnets
Network engineers, ops bros, and those driven crazy by VLANs – please hold up! Continue reading on Medium »

Medium · DevOps
☁️ DevOps & Cloud
⚡ AI Lesson
1w ago
nvprobe Zero-Setup GPU Benchmarking: How I Automated HPL, MLPerf, and CUDA Audits
Stop wasting hours compiling code. Meet nvprobe, an open-source CLI for NVIDIA GPUs. Continue reading on Medium »

Medium · DevOps
☁️ DevOps & Cloud
⚡ AI Lesson
1w ago
Lesson 4: Deployments — Managing Pods the Kubernetes Way
Learning Objectives Continue reading on Medium »

Medium · DevOps
☁️ DevOps & Cloud
⚡ AI Lesson
1w ago
Building a Production-Grade Backup Automation & Disaster Recovery System
One of the most overlooked parts of software engineering is preparing for the day something goes wrong. Continue reading on Medium »

Medium · Cybersecurity
☁️ DevOps & Cloud
⚡ AI Lesson
1w ago
Docker Won’t Save You If You Don’t Understand the Server Underneath It
Modern deployment usually starts with Docker containers, CI/CD pipelines, and cloud platforms. Those tools are genuinely useful — but they… Continue reading on
Medium · DevOps
☁️ DevOps & Cloud
⚡ AI Lesson
1w ago
k3d for Local Kubernetes: How We Cut Cluster Startup From 3 Minutes to Under 10 Seconds
k3d for Local Kubernetes: How We Cut Cluster Startup From 3 Minutes to Under 10 Seconds Continue reading on Medium »
Medium · DevOps
☁️ DevOps & Cloud
⚡ AI Lesson
1w ago
Feature Flags with AWS AppConfig: The Principle of Decoupling Deploy from Release
The problem in context Continue reading on Medium »

Medium · DevOps
☁️ DevOps & Cloud
⚡ AI Lesson
1w ago
Your Azure Network Topology Deserves a Code Review — Not a Portal Click-Through
Part 3 of a series on configuration-first cloud provisioning. Read Part 1: the overview → Part 2: AWS EC2 Continue reading on Medium »

Medium · DevOps
☁️ DevOps & Cloud
⚡ AI Lesson
1w ago
VPS Backups: Why “Everything Is in Git” Cannot Save Your Project
A developer opens a terminal, runs git clone, checks out the latest production tag, and expects the application to return. Continue reading on Medium »

Medium · DevOps
☁️ DevOps & Cloud
⚡ AI Lesson
1w ago
Terraform Day 7: Functions and Conditional Expressions — From Values to Decisions
Day 7 of a 30-day series taking Terraform from fundamentals to production. Continue reading on Medium »
InfoQ AI/ML
☁️ DevOps & Cloud
⚡ AI Lesson
1w ago
GitLab Brings Carbon Awareness to CI/CD to Measure the Environmental Cost of Software Delivery
GitLab has introduced a new approach to Green DevOps, demonstrating how software engineering teams can measure the carbon emissions generated by their CI/CD pip

Medium · DevOps
☁️ DevOps & Cloud
⚡ AI Lesson
1w ago
Zero-Code Observability: Implementing OpenTelemetry Operator in Kubernetes
Getting application developers to add telemetry code, manage SDK updates, and manually instrument every endpoint is a classic platform… Continue reading on Medi

Medium · DevOps
☁️ DevOps & Cloud
⚡ AI Lesson
1w ago
What Happens When Google Turns Off Your Project?
Let’s start with a question. What happens to your product when the cloud provider hosting it decides, unilaterally and without warning, to… Continue reading on
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