MCP: The Protocol That Finally Taught AI to Stop Being Useless

A beginner’s guide to Model Context Protocol — the thing that lets your AI assistant actually do stuff, not just talk about doing stuff. Picture this: you’ve got the most brilliant assistant in the world. Knows everything. Speaks 50 languages. Can explain quantum physics and write poetry at the same time. But here’s the catch — they’re locked in a glass box. They can see your computer screen. They can describe what they’d do if they could reach it. But touch anything? Nope. Read a file? Uh-uh. Check your calendar? Dream on. ...

June 15, 2026 · 17 min · Vitalii Sukach

Claude Code: The Complete Guide Nobody Wrote

The Agentic Loop (How Claude Actually Thinks) Before anything else, you need to understand what makes Claude Code different from your IDE’s autocomplete. Autocomplete guesses the next word. Claude Code runs a loop — it gathers context, takes action, verifies results, then repeats until the task is done. Think of it less like a text editor feature and more like a developer who works asynchronously while you make coffee. ...

June 2, 2026 · 9 min · Vitalii Sukach