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One Azure idea at a time.

Short, honest write-ups of the ideas that come up in interviews and on the job. Each one teaches the concept properly, cites the Microsoft documentation, and points back to the class that drills it until it sticks.

Azure · Comparison

Azure WAF vs Cloudflare — which WAF for an Azure app?

By Victor Ola T (Captain O)

Two managed web application firewalls that get compared as if they were the same product. They are not. One keeps everything inside Azure; the other is a global edge that happens to do a lot more than filter requests. The choice comes down to where your app lives.

Azure · Security

Azure cloud security best practices for beginners

By Victor Ola T (Captain O)

Azure cloud security best practices for beginners: turn on MFA, use least-privilege RBAC, keep secrets out of code, lock down network exposure, and switch on the free Secure Score. The boring, high-impact list — not exotic tooling.

20 min readSecurity class
Azure · Compute · How-to

Create an Azure VM from an image or a snapshot

By Victor Ola T (Captain O)

An image is a reusable template for spinning up new, identical VMs; a snapshot is a point-in-time copy of one disk. Here's when to use each, and the exact az CLI and portal steps for both paths.

19 min readVMs
Azure · Compute · Hyper-V

Azure VM nested virtualization — what it is and how to enable it

By Victor Ola T (Captain O)

Nested virtualization is running a hypervisor inside an Azure VM so you can spin up Hyper-V, Windows Sandbox, WSL2, or nested Kubernetes on it. It only works on VM sizes that expose the virtualization extensions — pick the wrong series and it silently won't. Here's what it is, which sizes support it, and how to turn it on.

19 min readVMs
Cloud · Cost · Free tiers

Which cloud is cheapest for a small project?

By Victor Ola T (Captain O)

Compare a complete workload, its free-plan limits, and the cost after the trial. The provider with the largest credit does not automatically have the lowest ongoing bill.

5 min readCost class
Databases · Free-tier comparison

Supabase vs Azure SQL free tier — what to host your side project on

By Victor Ola T (Captain O)

Supabase vs Azure SQL free tier for a side project: they solve different problems. Supabase is an instant Postgres backend (DB, auth, storage, APIs); Azure SQL's free offering is a managed SQL Server database for the Microsoft stack. Here's how to pick — and what breaks when you outgrow either.

18 min readPaaS class
Databases · Cost

What's the cheapest database for a side project?

By Victor Ola T (Captain O)

Choose the database your app needs, then check compute, storage, idle behavior, overage controls, and restore options. Free and paid entry plans belong in separate columns.

5 min readPaaS class
AI · Modern stack

The best cloud stack for vibecoding

By Victor Ola T (Captain O)

Pick a stack you can deploy, secure, test, and recreate. A quick public URL is useful; it is not evidence that generated code is ready for customers.

5 min readAI class
Azure · Tooling

Azure Cloud Shell vs Azure CLI — what's the difference?

By Victor Ola T (Captain O)

Azure CLI is the az command tool you install and run anywhere. Azure Cloud Shell is a browser-based, pre-authenticated shell in the portal that already has the CLI installed. They aren't competitors — here's how they fit together, with a comparison table.

12 min readClass 25
Azure · Fundamentals

Azure PaaS vs IaaS vs SaaS, explained with examples

By Victor Ola T (Captain O)

Service models as decisions rather than definitions: who owns which layer, the VM-vs-App-Service call and when a VM really is right, the managed services worth knowing by name, and the migration map for the VMs you already have.

21 min readClass 4
DevOps · zero to hero

Azure DevOps Zero to Hero: The Ladder, in the Order That Works

By Victor Ola T (Captain O)

Everyone lists the tools — Terraform, Bicep, pipelines, runners. Almost nobody sequences them. Here is the DevOps ladder rung by rung: Git → IaC → CI/CD → OIDC → runners → a GitOps build, each mapped to a free class.

10 min readClass 20
DevOps · Day in the life

What Does a DevOps Engineer Do? (Real Tasks & a Day in the Life)

By Victor Ola T (Captain O)

The job at the level of tasks, not abstractions: the day, the weekly work, a real incident start to finish — plus what DevOps means, the five responsibility areas, and why the same job is advertised under five different titles.

24 min readClass 22
DevOps · Roadmap

How to Become a DevOps Engineer in 2026: A Step-by-Step Roadmap

By Victor Ola T (Captain O)

The tool list is the trap; the order is the thing. Linux, Git, scripting, containers, CI/CD, infrastructure as code, one cloud — plus how much code it really needs, Bash vs Python, which certificates are worth it, and the AZ-400 prerequisite stated exactly.

26 min readClass 22
Certs · AI-103 (AI apps & agents)

Azure AI Apps and Agents Developer Associate: Study Guide

By Victor Ola T (Captain O)

The AI-103 credential for developers building AI apps and agents on Azure AI Foundry: the build-deploy-monitor loop, prerequisites, and how to study. Confirm the live outline on Microsoft Learn.

9 min readClass 1
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