Kubenatives

GPU Infrastructure Explained

Everything You Need to Know as a DevOps Engineer Moving into AI

Feb 12 • Sharon Sahadevan

4

1

Stacked vs External etcd:The Production Decision Nobody Explains

Why kubeadm’s default isn’t what you’ll find in production—and when it actually matters.

Feb 12 • Sharon Sahadevan

1

January 2026

What is MCP?

The Universal Adapter for AI Tools

Jan 9 • Sharon Sahadevan

2

1

December 2025

What the API Server Actually Does

And Why Your Cluster Breaks Without It

Dec 28, 2025 • Sharon Sahadevan

3

How Kubernetes Uses etcd

The Brain Behind Your Cluster

Dec 26, 2025 • Sharon Sahadevan

5

1

Kubernetes Networking: The Production Reality

What they don't teach you in tutorials (but you'll learn at 3am in production)

Dec 20, 2025 • Sharon Sahadevan

7

1

DevOps to MLOps

The Essential Tools and Concepts You Must Master

Dec 16, 2025 • Sharon Sahadevan

8

1

The Concepts Every DevOps Engineer Must Master

And Why Tools Don’t Matter

Dec 13, 2025 • Sharon Sahadevan

5

1

Encoding vs. Encryption vs. Tokenization: What Every Engineer Should Know

Encoding: Translation, Not Protection

Dec 11, 2025 • Sharon Sahadevan

2

November 2025

MCP: The Protocol That Lets AI Talk to Your Kubernetes Cluster

Model Context Protocol (MCP) is an open protocol developed by Anthropic

Nov 26, 2025 • Sharon Sahadevan

4

October 2025

Data Lake vs Data Warehouse vs Lakehouse The Definitive, Practical Guide

Data architecture breakdown: when each model wins (and when it doesn’t)

Oct 20, 2025 • Sharon Sahadevan

4

Scaling Patterns: Your Guide to Vertical, Horizontal & Functional Sharding

How to Scale Your Database and Infrastructure: Master Vertical, Horizontal, and Functional Sharding Patterns.

Oct 12, 2025 • Sharon Sahadevan

4