How AI Models Are Really Trained - From Idea to Reality

How AI Models Are Really Trained - From Idea to Reality

Learn how AI models are trained step by step — from data prep to deployment. Simple, beginner-friendly guide with real-life examples.

Is Kubernetes Overkill? Why You Probably Don’t Need It

Is Kubernetes Overkill? Why You Probably Don’t Need It

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

What Kind of Data Does AI Use

What Kind of Data Does AI Use

Discover the main types of data AI uses — structured, unstructured, labeled, and unlabeled — explained in plain words with fun, relatable examples.

DevSecOps Explained - Security for DevOps in 2025

DevSecOps Explained - Security for DevOps in 2025

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

How AI Learns — and Where It’s Actually Used

How AI Learns — and Where It’s Actually Used

How AI learns (supervised, unsupervised, reinforcement) — explained simply, with real-life examples you’ll actually relate to.

10 Terraform Interview Questions You Must Know in 2025

10 Terraform Interview Questions You Must Know in 2025

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

AI for Beginners - How It Works, Learns, and Makes Decisions

AI for Beginners - How It Works, Learns, and Makes Decisions

Simple guide to AI and machine learning for beginners. Learn how it works with clear explanations and easy-to-understand examples.

Docker Run, Swarm & Kubernetes - Scaling Made Simple

Docker Run, Swarm & Kubernetes - Scaling Made Simple

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

Tatiana Mikhaleva
I’m Tatiana Mikhaleva — Docker Captain, DevOps engineer, and creator of DevOps.Pink. I help engineers build scalable cloud systems, master containers, and fall in love with automation — especially beginners and women in tech.

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