Building Voice Interfaces: A Hands-On Guide to Speech Recognition Technology

Picture this: You’re yelling at your smart speaker to play your favorite synthwave track, but instead it starts reading Dostoevsky in Polish. We’ve all been there, right? Voice interfaces have turned us into accidental polyglots and impromptu conductors of electronic orchestras. But how do these digital listeners actually work under the hood? Let’s build our own voice-controlled system that won’t mistake “play some beats” for “analyze some beets.” Core Technologies Powering Voice Interfaces Voice interfaces operate through a symphony of technologies:...

July 23, 2025 · 3 min · 605 words · Maxim Zhirnov

Should We Engineer Programming Languages Like Disposable Coffee Cups?

Picture this: you’re debugging a 40-year-old COBOL payroll system at 3 AM while questioning life choices. As your coffee goes cold, you wonder—should programming languages come with built-in expiration dates? It’s not just a philosophical shrug; it’s a tectonic plate shifting under our keyboards. Let’s dissect this silicon carcass. The Walking Dead: Languages That Refuse to Die Some languages haunt us like digital ghosts. Take COBOL—the undead granddaddy still processing $3 trillion daily in financial systems....

July 23, 2025 · 3 min · 486 words · Maxim Zhirnov
Crafting Grafana Plugins in Go: A Developer's Odyssey

Crafting Grafana Plugins in Go: A Developer's Odyssey

When Grafana and Go collide, magic happens – but not the kind with wands and pixie dust. This is the gritty, type-safe sorcery where backend plugins transform chaos into elegant dashboards. As someone who’s wrestled JSON into submission at 3 AM, I’ll guide you through building production-ready Grafana plugins in Go, complete with error-handling war stories and compiler-enforced discipline. Why Go for Grafana Plugins? Go isn’t just a language; it’s a survival kit for backend developers....

July 22, 2025 · 4 min · 775 words · Maxim Zhirnov
The Great Coding Smackdown: Should Universities Ditch CS Degrees for Bootcamps?

The Great Coding Smackdown: Should Universities Ditch CS Degrees for Bootcamps?

Picture this: It’s 3 AM. You’ve consumed enough caffeine to power a small city. You’re wrestling with a recursive function that keeps laughing at your debugging attempts. The age-old question hits: “Did I really need four years of theory classes for this?” Today, we’re diving headfirst into the fiery tech debate: Should universities replace computer science degrees with coding bootcamps? The Contenders Enter the Ring 🥊 Let’s meet our fighters:...

July 22, 2025 · 4 min · 706 words · Maxim Zhirnov
Building a No-Frills Speech Recognition System with DeepSpeech and Python

Building a No-Frills Speech Recognition System with DeepSpeech and Python

The Whispering Code: Making Machines Listen Speech recognition feels like modern wizardry – you talk, and machines obediently transcribe your words. But unlike magic wands, we have DeepSpeech, Mozilla’s open-source speech-to-text engine that turns audio waves into readable text. Let’s build a system that listens more attentively than my dog when he hears the treat jar open. DeepSpeech Under the Hood DeepSpeech uses end-to-end deep learning to convert audio directly to text, skipping intermediate representations like phonemes....

July 21, 2025 · 3 min · 593 words · Maxim Zhirnov