
What even is an AI Agent?… Isn’t it just an API Call?
If you’ve been hearing “agents will do everything” and thinking… “Isn’t this just a GPT API with a fancy wrapper?” You’re not alone. Here’s the simple...

If you’ve been hearing “agents will do everything” and thinking… “Isn’t this just a GPT API with a fancy wrapper?” You’re not alone. Here’s the simple...

Back when I joined PVS-Studio five years ago, my ex-colleague (who pretty much taught me how to code) wrote an article on tech support and how to avoi...
I didn’t set out to compare AI tools. I was just trying to build a crypto notification bot without really knowing what I was doing. Continue reading o...
Introduction Continue reading on Medium »

While building a crypto notification bot, I developed a weird habit: copying the same question into both Claude and Gemini, then comparing the answers...
Self-Hosting AI Models in 2026: A Practical Guide to Running LLMs on Your Own Hardware Every time you send a prompt to ChatGPT, Claude, or Gemini, you...

hot take: if your app accepts user uploads and you dont have automated content moderation, youre one bad upload away from a PR disaster. i learned thi...

How small experiments reveal what reading alone cannot. Continue reading on Technical Observations »

One week after our initial scan , we ran the numbers again. The ClawHub ecosystem has changed — fast. Total downloads across the Top 50 grew from 1.25...

Will I lose my job soon? Will my job be replaced by GenAI Agents? Many developers (and other professionals) might have that question in mind today. To...

The collapse of the brand, which was originally venture-backed and that went public in 2021, has been well-documented.

AI made code cheaper. It also made judgment, review, and verification the most valuable skills in modern software engineering. Continue reading on Med...

A practical guide to building a portfolio that stands out for AI and tech internships. Continue reading on Medium »
Why AI hallucinations are often the result of flawed prompts, data, and system design Continue reading on Medium »

Over the past couple of weeks, I attended multiple interviews for Java backend roles, and the discussions went far beyond basic theory. Continue readi...
“Natural lines, chaotic thoughts, fleeting moments captured in the gaps of everyday life — all of these shape the creative vision behind… Continue rea...

Large language models (LLMs) have fixed knowledge, being trained at a specific point in time. Software engineering practices are fast paced and change...

The AI industry is always moving fast, but this week felt different. Continue reading on Medium »

I train self-supervised models on chess game data. My Python pipeline using python-chess took 25 minutes to parse and tokenize 1M games from Lichess P...

Learn Claude Code by doing: 5 real exercises with copy-paste solutions Everyone has opinions about Claude Code. "It's amazing." "It deleted my repo."...
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