We Open-Sourced Our 22-Hour Kubernetes Course
Eleven sessions, one real app you break and fix, and the opinionated calls we made teaching Kubernetes to working developers. Free under CC BY-NC: fork it, run it, teach from it.
Hugo MatthaeyMCP Servers for AI Agents: From Demo to Production
Standing up an MCP server is an afternoon's work. Running one that real AI agents hit in production is a different problem. Here's what we got right, what bit us, and how our 91-tool server is actually built.
Hugo Matthaey
How to Get Your Field Team to Actually Fill the CRM You Paid For
A CRM is only as good as what your field team puts into it. Here's the approach we've seen work: let reps capture updates straight from WhatsApp and voice notes in the moment, with AI drafting the record and a human confirming before anything commits.
Hugo Matthaey
AI Productivity Is a New Discipline. Even for CTOs.
Part 2 of our velocity series. Once one dev-hour stops shipping one point, the things built on that assumption — how you plan, how you hire, how you build capability — break next. And nobody has the playbook yet.
Hugo Matthaey
From Conversations to Structured Data: A New Way to Interact with Business Systems
Real orders don't arrive as clean forms. They come through WhatsApp, Telegram, or voice notes — on the apps everyone already has. Here's how we turn them into reliable business objects: AI reasons, MCP acts, and the user always has the final say.
Hugo Matthaey
What Is MCP — and When It Beats Building Your Own Integrations
The Model Context Protocol in plain terms: why it's spreading so fast, how it differs from a normal API integration, and the honest answer to when you should use it versus wiring things up yourself. From a team running 195 tools through a single MCP server.
Hugo Matthaey
Your Velocity Chart Is Lying To You
Linear assumes one dev-hour ships one point. With Claude Code, it ships four to seven. Here's how we rebuilt velocity tracking to learn each person's real multiplier from history.
Hugo Matthaey
Have messy data slowing down your onboarding? Send us a sample. We'll show you what clean looks like.
