Autor: Michal Langmajer

A nameless AI model called Hunter Alpha appeared on OpenRouter, topped the leaderboards, and fooled thousands into thinking it was DeepSeek V4. It turned out to be Xiaomi’s MiMo-V2-Pro, a trillion-parameter model rivaling GPT-5.2 at a fraction of the cost.

The agent loop, memory, planning, tool use, MCP, multi-agent systems, and security — explained clearly with diagrams. Everything you need to understand how AI agents work in 2026.

Not doom, not hype — a realistic look at how AI agents are changing specific jobs in 2026, backed by data from McKinsey, Gartner, and HBR. Plus: practical steps to stay ahead.

AI agents, RPA, chatbots, and traditional automation compared side-by-side. Real costs, real examples, and a decision framework to help you choose the right approach.

Which MacBook should you buy for AI in 2026? We compare every M5 model, Air, Pro, and the new MacBook Neo, for Apple Intelligence, local AI models, and AI development. RAM guide + budget picks.

The most comprehensive guide to AI agents in 2026. Organized by what you want to do — coding, research, office work, automation, personal use. Honest reviews, pricing, and free options.

AI agents explained in plain language. What they are, how they work, types, real examples, and how they differ from chatbots, copilots, and automation. Updated for 2026.

Thinking about buying a Mac Mini for AI? Before you spend $600-$2,200, here’s what actually runs on your hardware vs. the cloud — and why most buyers waste their money.

Everything you need to know about Claude Cowork — Anthropic’s AI desktop agent. Features, real pricing, setup guide, honest review, and how it compares to ChatGPT, Gemini, and Claude Code.

Google confirmed a native Gemini Mac app is in development. Here’s everything we know about the release date, what features to expect, and how to use Gemini on your Mac right now.