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Expert knowledge on AI systems, AI-Ready websites, MCP tools, Agent-to-Agent Communication and digital transformation – practical and up-to-date.

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Themed paths through every article, from intro to deep dive.

Web Design

AI Systems

AI Connectors

Getting Found Online

AI in Business

Working with AI

From the Workshop

Working with AISeptember 18, 2026

How to Turn ChatGPT Into a Work System

Most people improve their prompts. The bigger win is structure: a small standing instruction, one project per thing, and knowledge in files you can read yourself.

7 minRead more

Astra Doesn't Talk About Your Computer. It Uses It.

AI in Business

September 4, 20268 min

Astra Doesn't Talk About Your Computer. It Uses It.

OpenAI's Greg Brockman says we are in the AGI era. The interesting part of GPT-6 Astra is not its benchmark scores. It is what the model now touches.

The Memory in ChatGPT and Claude, and Where It Stops

AI Systems

September 1, 202614 min

The Memory in ChatGPT and Claude, and Where It Stops

How the built-in memory of the big AI services actually works, where it runs out, and what a memory of your own does differently. No jargon.

AI Systems

August 16, 20268 min

An AI System Grows Upward, Not Sideways

When an AI system grows, everyone thinks more agents. The real jump is a layer above them: assignments, done-criteria, and results checked against evidence.

Google Ads Do Not Start in the Ads Account

Getting Found Online

August 13, 20268 min

Google Ads Do Not Start in the Ads Account

Ads are not a pure auction. The page behind the click is assessed too, and it decides whether paid clicks turn into anything.

Being Online and Being Found Are Two Different Things

Getting Found Online

August 13, 20267 min

Being Online and Being Found Are Two Different Things

A new website is not a result, it is a claim. What most people treat as the finish line is the starting point. Six assumptions and what actually happens.

AI in Business

August 11, 20267 min

Numbers Do Not Belong in the Model

Structured output guarantees the shape of a field, never the truth of it. Why a language model may assign numbers, but should never be their only source.

The Engine Room: What an AI Studio Runs on Its Own Systems

From the Workshop

August 9, 20268 min

The Engine Room: What an AI Studio Runs on Its Own Systems

Memory, agents, a platform, a learning site, three tools and the working system underneath. Everything that runs at a client runs here first. The opening of a series in six parts.

What Is Actually Inside Our Client Projects

From the Workshop

August 8, 20268 min

What Is Actually Inside Our Client Projects

A website is rarely just a website anymore. Behind most of them sits a tool that does the actual work. A walk through what we have built.

AI Can Build Your Website. Done Is Still a Claim.

Web Design

August 6, 20266 min

AI Can Build Your Website. Done Is Still a Claim.

AI builds websites well and can even put them online. But done is a statement about intent, not about outcome. Four patterns behind the faults nobody sees.

From the Workshop

August 5, 20268 min

What We Actually Work With

An editor, two model families side by side, and a layer of recipes, rules and hard stops. The part talked about least and carrying the most.

Packages Plus À La Carte: The Hardest Way To Show Prices

From the Workshop

August 4, 20266 min

Packages Plus À La Carte: The Hardest Way To Show Prices

For a wedding planner on Maui we put ceremony packages and a freely combinable catalog side by side. Why that was the toughest structural decision.

MCP stdio vs HTTP: Where It Stands After the 2026-07-28 Revision

Working with AI

August 3, 202610 min

MCP stdio vs HTTP: Where It Stands After the 2026-07-28 Revision

Sessions, the GET stream and resumable SSE are out of the spec, and most answers online still describe the old one. Plus the rule for choosing and the three headers that are now mandatory.