A pegboard wall of bicycle workshop tools, every wrench and plier hung in rows in full view

How to Build an MCP Server (and Read What It Costs per Turn)

The quickstart gets you a working MCP server in twenty minutes. What it doesn’t say: every tool you define is a paragraph the model reads before every reply, for as long as the server is connected. Build one, then read what it ships.

September 18, 2026 · 10 min · Vladimir Cvetić
Stop betting on one-shot — a practical LLM workflow

Stop Betting on One-Shot: A Practical Workflow for Shipping with LLMs

LLMs don’t ship software. They ship text. You ship software by constraining the problem until text reliably becomes change sets you can trust.

January 17, 2026 · 5 min · Vladimir Cvetić