The Codefather's Guide to Spotting AI-Generated Devs in the Freelance Wasteland

The Codefather's Guide to Spotting AI-Generated Devs in the Freelance Wasteland

Picture this: you’re sifting through freelance profiles looking for a Python wizard, and suddenly you find someone who claims to have “invented asynchronous programming using only COBOL and a potato battery.” Congratulations - you’ve just encountered the T-1000 of tech talent. Let’s talk about the elephant in the GitHub repository: AI-generated fake developers are turning freelance markets into a zombie apocalypse. How Fake Devs Are Born (And How to Perform a Tech Exorcism) graph TD A[Basic Profile Template] --> B[GPT-5 Profile Generation] B --> C[AI Face Generator] C --> D[Automated Code Samples] D --> E[Fake Commit History] E --> F[Profile Automation Tools] F --> G{Marketplace} The recipe for creating a fake developer profile in 2025 is simpler than your morning coffee routine:...

May 10, 2025 · 3 min · 544 words · Maxim Zhirnov
Building Bulletproof APIs: A Go(lang) Odyssey Through Clean Architecture

Building Bulletproof APIs: A Go(lang) Odyssey Through Clean Architecture

Picture this: you’re building an API that needs to outlive framework trends, survive database migrations, and withstand the inevitable “let’s rewrite everything in Rust” meetings. Welcome to Clean Architecture in Go - where we separate concerns like diplomats dividing contested territory. Today, we’ll craft a TODO API that’s more organized than my grandma’s spice rack. Laying the Foundation Start by creating our project skeleton: go mod init github.com/yourname/todo-clean Now let’s install our digital survival kit:...

May 9, 2025 · 3 min · 605 words · Maxim Zhirnov
Microservices Madness: When Your Distributed System Starts Haunting You

Microservices Madness: When Your Distributed System Starts Haunting You

Let me tell you a horror story about that time we built a beautiful microservices architecture… and accidentally created Frankenstein’s distributed monolith. Spoiler alert: Our Kubernetes cluster needed an exorcism. The Zombie Monolith Apocalypse 🧟♂️ Picture this: You’ve successfully convinced management to ditch the monolith. Teams are chanting “DDD! Bounded contexts! Cloud native!” You deploy 42 shiny new microservices… only to discover they’re holding hands tighter than teenagers at a horror movie....

May 9, 2025 · 3 min · 542 words · Maxim Zhirnov
Zig or Swim: A Pragmatic Dive Into Systems Programming Without Life Jackets

Zig or Swim: A Pragmatic Dive Into Systems Programming Without Life Jackets

Ah, Zig - the language that makes C look like it’s been napping since the 70s. Let’s roll up our sleeves and dissect this modern systems programming contender, complete with code samples that actually compile and analogies that won’t make you cringe (much). First Contact: Installing the Chainsaw Before we juggle memory pointers, let’s get our tools sharpened. Create a hello.zig file: const std = @import("std"); pub fn main() void { std....

May 8, 2025 · 4 min · 653 words · Maxim Zhirnov
When Code Copies Code: The Looming Showdown in AI Pair Programming Courtrooms

When Code Copies Code: The Looming Showdown in AI Pair Programming Courtrooms

Let’s face it - we’ve all borrowed a Stack Overflow snippet or twenty. But when Microsoft’s GitHub Copilot does it at industrial scale, we get legal drama hotter than a segfault in production. Grab your popcorn, folks - the robots are getting sued! The Legal Landscape (Or: How I Learned to Stop Worrying and Love the DMCA) The current class action lawsuit (Doe v. GitHub, Inc.) alleges three spicy violations:...

May 8, 2025 · 3 min · 441 words · Maxim Zhirnov