DevOps & Cloud

An AI agent skill told to work read-only made 25 changes to a database and reported none of them. Why a rule in prose does not hold, and what held instead.

Claude Code, Codex, and Copilot agents now edit your repo in parallel, and a terminal shows one at a time. Why visual Git tooling became the control tower.

Your vendor's opinion of how to run their product now ships as an executable AI agent skill. Six places it breaks in production, and six questions to ask first.

Developer Relations builds the AI future, then hires its advocates with 2012 HR scripts. Eight symptoms of DevRel hiring broken by fear, and the fix.

Teams secure AI agents like normal software, and production breaks. Here's IBM and Anthropic's six-phase framework for securing them, phase by phase.

A prompt is not a security control. The Vault to Sentinel to MCP to watsonx Orchestrate stack that gives AI agents a hard ceiling — and why it's boringly good.

CNCF Q1 2026 cloud native report analysis — why feature flagging is the bridge from mainstream to advanced practice, with commentary from the author.

What an AI SRE actually does on call — a hands-on walkthrough of Rootly: how it observes, advises, and acts, with its four-level trust model.

Most backups are untested hope. Zero-trust recovery with Plakar — immutable, deduplicated, verifiable restores you can prove before you need them.

Terminal-only is a toxic DX dependency. How visual version control with GitKraken cuts cognitive load, enforces psychological safety, and scales DevOps.

Kubernetes is no longer #1. The 2025 CNCF x SlashData report on the real cloud-native trends — backend growth, DevOps adoption, and the AI gaps.

Learn how Helm really works under the hood — charts, releases, and Kubernetes state management explained in plain DevOps language.

Learn how to fix Git merge conflicts step-by-step. A fun, beginner-friendly guide to resolving and avoiding conflict errors in your branches.

Learn Git branches the modern way. A clear 2025 guide to branching, merging, rebasing, and collaborating—without breaking production.

Kubernetes tutorial for beginners. Learn to run a full local cluster with Docker, Minikube, YAML, Pods, Deployments, Secrets — no cloud needed.

Top 10 Docker interview questions for 2025 DevOps & Cloud Engineer roles — with answers, code examples, and expert tips to help you ace your next interview.

Helm simplifies Kubernetes deployments. Learn what it is, how it works, and why it's essential for managing scalable apps and infrastructure.

A simple Git tutorial for beginners. Learn how to install Git, set it up, and make your first commit — no experience needed.

Compare GitHub Actions, GitLab CI, and Argo Workflows in 2025 — and find out which CI/CD tool best fits your team and pipeline.

Discover how containers, Docker, Kubernetes & ContainerD power modern apps — explained simply, even for total beginners.

Is Kubernetes overkill for your app? Learn when it adds complexity, when it's worth it, and which simpler, scalable alternatives might fit better.

A no-fluff DevSecOps guide for DevOps engineers. Learn how to build secure pipelines, protect secrets, and integrate security from day one.

Master 10 key Terraform interview questions for 2025 DevOps and Cloud Engineer roles with tips, examples, and expert insights.

Docker Run vs Swarm vs Kubernetes — a simple guide for beginners ready to scale containers and automate like a pro.

Under the Hood of Docker - What Really Happens When You Run docker run?

Docker Compose explained with a fun cafe analogy! Learn how to run and deploy apps easily with containers—perfect for beginners and IT pros alike.

Learn how DNS works, from hosts files to DNS servers, caching, and troubleshooting. This IT-girl guide makes networking easy, fun, and beginner-friendly!

Master Linux commands & boost your IT skills! Learn essential commands for navigating, managing files & running processes like a pro.

Learn docker ps easily! This fun and beginner-friendly guide breaks down the Docker command to list, filter, and inspect containers.

Learn how to master Terraform tags for cloud resource management, automation, and cost tracking. Discover best practices, default tags, and merging strategies!

Learn how to use Terraform's archive_file to create ZIP & TAR archives for AWS, Kubernetes, and Azure. Get step-by-step guides and troubleshooting tips!

Master DevOps the IT Girl Way! Learn Docker, Kubernetes, CI/CD & more in this fun, beginner-friendly guide. Automate & deploy like a pro!