Building a Movie Review Mind Reader: BERT-powered NLP with TensorFlow

Building a Movie Review Mind Reader: BERT-powered NLP with TensorFlow

Ah, natural language processing - the art of making machines understand human speech, or as I like to call it, “teaching robots to appreciate Shakespeare while they silently judge your text messages.” Today we’ll build a system that can predict whether a movie review is positive or negative using BERT and TensorFlow. Why? Because sometimes you need to know if “This film changed my life” actually means they’ll never get those 2 hours back....

April 23, 2025 · 4 min · 641 words · Maxim Zhirnov
Cloud Credits & Citizen Coders: Why Your Tax Dollars Might Buy Your Next API Call

Cloud Credits & Citizen Coders: Why Your Tax Dollars Might Buy Your Next API Call

Imagine a world where your government mails you cloud compute credits instead of food stamps. Need to train an AI model? Swipe your digital voucher. Want to deploy a blockchain? Your municipal server farm’s got your back. Welcome to the wild frontier of Universal Basic Compute - where lines between public infrastructure and private innovation blur like a ChatGPT-generated landscape painting. The Buffet Table of Public Compute Let’s slice through the buzzword soufflé....

April 23, 2025 · 2 min · 396 words · Maxim Zhirnov
Crafting Grafana Plugins with TypeScript: A Developer's Journey

Crafting Grafana Plugins with TypeScript: A Developer's Journey

Picture this: You’re staring at a Grafana dashboard that looks as exciting as a spreadsheet from 1995. Suddenly, an idea strikes - “What if I could visualize server metrics as dancing llamas?” Welcome to plugin development, where we turn “meh” into “OMG!” using TypeScript. Let’s brew some code! Setting Up Your Digital Workshop First, arm yourself with these tools: Node.js v18+ (the caffeine of modern JavaScript) Docker (your portable sandbox) Grafana Plugin Toolkit (the Swiss Army knife) Fire up your terminal and run: npx @grafana/create-plugin@latest This magical incantation creates a project structure cleaner than Marie Kondo’s closet:...

April 22, 2025 · 3 min · 458 words · Maxim Zhirnov
The Myth of the 'Rockstar Developer': Why Humility and Teamwork Trump Lone Genius

The Myth of the 'Rockstar Developer': Why Humility and Teamwork Trump Lone Genius

Let me tell you about the time I tried to be a coding Bruce Springsteen. Picture this: 3 AM, energy drinks stacked like Jenga towers, me hammering out code to “fix” a colleague’s “subpar” implementation. Two days later, my “brilliant” refactor caused a production outage that made our error logs look like a Tinder feed for exception classes. That’s when I learned rockstar developers belong on stage - not in software teams....

April 22, 2025 · 3 min · 559 words · Maxim Zhirnov
gRPC in Go: How I Taught Microservices to Stop Yelling and Start Whispering

gRPC in Go: How I Taught Microservices to Stop Yelling and Start Whispering

When I first heard about microservices communicating through REST APIs, I imagined digital waiters shouting JSON recipes across a crowded kitchen. Then I discovered gRPC - the secret language of microservices that’s more like a well-rehearsed symphony. Let me show you how to make your Go services communicate like seasoned orchestra conductors rather than rowdy kitchen staff. Setting Up the gRPC Stage Before we compose our protocol symphony, let’s prepare our instruments:...

April 21, 2025 · 4 min · 642 words · Maxim Zhirnov