The Practical Engineer

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Practical knowledge for engineers who ship. Deep dives, guides, and architecture insights.

Reaction: Chapter 1 of The Phoenix Project — “Welcome to IT Chaos”

Chapter 1 of The Phoenix Project throws us straight into the chaos of IT operations—where outages are routine, blame is inevitable, and the business is already falling behind. Through Bill Palmer’s stressful morning, we see a familiar reality: IT isn’t broken because of technology, but because of how organizations manage it. This opening chapter sets the stage for why DevOps isn’t optional—it’s survival.

Frank Mendez
Mentoring Isn’t a Side Quest—It’s the Real Game

Mentoring is one of the highest-leverage things you can do in your career.

Frank Mendez
Next.js 16.2 + AI: Finally Feels Like the Future (Not a Side Quest)

Okay… is this actually useful, or just another ‘AI-powered’ sticker slapped on everything?

Frank Mendez
Transactions: Keeping Your Data Sane in a Chaotic World

Distributed systems don’t fail loudly. They fail silently—with bad data.

Frank Mendez
Partitioning (a.k.a. Sharding): How Systems Actually Scale

You don’t scale by upgrading your server forever. You scale by splitting your data across machines.

Frank Mendez
Chapter 1: Management 101

The Manager’s Path — Camille Fournier

Frank Mendez
Chapter 5: Replication

Just copy the data to another server.

Frank Mendez
Chapter 4: Encoding and Evolution

Your system doesn’t break when you deploy it. It breaks when old data meets new code. That’s the uncomfortable reality of software: data outlives everything. You can rewrite your frontend. You can refactor your backend. You can even replace your database. But your data? It sticks around quietly waiting to expose every bad decision you made six months ago.

Frank Mendez
Chapter 3: Storage and Retrieval

Your beautiful data model eventually turns into… bytes on disk.

Frank Mendez
Chapter 2: Data Models and Query Languages

“The limits of my language mean the limits of my world.” — Ludwig Wittgenstein

Frank Mendez
Designing Data-Intensive Applications Chapter 1 (Simplified for Builders)

“The Internet was done so well that most people think of it as a natural resource… rather than something that was man-made.” — Alan Kay

Frank Mendez
From Compassion to Conflict: Reflections on Iligan’s Changing Heart

A pregnant's reflection to the Iliganons after the flood.

Rhoie