Choosing Between SQL and NoSQL: A Practical Decision-Making Guide

Choosing Between SQL and NoSQL: A Practical Decision-Making Guide

So, you’ve got data. Lots of it. Maybe you’re building the next unicorn startup, or perhaps you’re scaling an existing application to handle millions of users. Either way, you’ve hit that inevitable crossroads: SQL or NoSQL? It’s like choosing between coffee and tea—both will keep you awake, but they taste completely different and work better in different contexts. The truth is, there’s no universal answer. But there is a systematic way to choose, and that’s exactly what we’re diving into today....

November 22, 2025 · 12 min · 2356 words · Maxim Zhirnov
Algorithmic Wage Suppression: How AI Is Quietly Rewriting the Rules of Fair Pay

Algorithmic Wage Suppression: How AI Is Quietly Rewriting the Rules of Fair Pay

The Invisible Hand That Turns Down Your Paycheck You know that feeling when you realize your favorite coffee shop has slightly raised prices, but only for you? Now imagine that happening with your paycheck, except you never find out why, and neither does anyone else. Welcome to the age of algorithmic wage suppression—where artificial intelligence has become the modern-day robber baron’s best friend. I’ve spent the last few years watching how technology intersects with labor, and I have to be honest: this particular flavor of digital innovation tastes like betrayal served cold with a side of plausible deniability....

November 22, 2025 · 10 min · 1978 words · Maxim Zhirnov
Building a Scalable Online Workshop Platform with Go: From Concept to Production

Building a Scalable Online Workshop Platform with Go: From Concept to Production

So you want to build an online workshop platform. Maybe you’ve noticed how much the world needs better ways to teach people Go programming — a language that’s wonderfully pragmatic but criminally underrated in the dev community. Or perhaps you’re just tired of watching Zoom workshops crash when 500 developers join simultaneously (hello, bandwidth issues). Either way, you’ve landed on Go, which is exactly the right move. Why Go, though? Because Go is the Swiss Army knife of backend development — it’s concurrent by default, compiles to a single binary, and makes your DevOps team smile like they just got free coffee....

November 21, 2025 · 15 min · 3002 words · Maxim Zhirnov
Why Most Developers Shouldn't Write Their Own Payment Systems

Why Most Developers Shouldn't Write Their Own Payment Systems

Listen, I get it. You’re a developer. You’ve built APIs, microservices, and probably some questionable side projects at 2 AM fueled by cold coffee and spite. Payment processing seems simple enough, right? It’s just moving money from point A to point B. How hard could it possibly be? Spoiler alert: It’s harder than you think, and you probably shouldn’t do it. I’m not saying this to gatekeep or sound like a jaded senior engineer who’s seen too much....

November 21, 2025 · 11 min · 2151 words · Maxim Zhirnov
Implementing Chaos Engineering Practices with Gremlin: Breaking Things to Build Better Systems

Implementing Chaos Engineering Practices with Gremlin: Breaking Things to Build Better Systems

Your infrastructure is probably fine. Until it isn’t. And when it breaks at 3 AM on a Saturday, you’ll wish you’d spent some time breaking it intentionally during business hours. Welcome to Chaos Engineering with Gremlin—where we play the role of responsible arsonists in your system architecture, lighting controlled fires to see which sprinklers actually work. Understanding the Chaos Engineering Philosophy If your systems haven’t failed in a controlled environment, they will fail in an uncontrolled one....

November 20, 2025 · 13 min · 2688 words · Maxim Zhirnov