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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 AIOctober 1, 2026

Grok Bot: My Guide to MCP, Bots and Routines

How I set up Grok Bot through chat: connect MCP, coordinate specialist bots and manage routines. With examples and my own experience.

7 minRead more

Organize ChatGPT with Playbooks and Memory

Working with AI

September 18, 20268 min

Organize ChatGPT with Playbooks and Memory

How my playbook system works: brief instructions, an index, a shared method and task files. Memory connects earlier decisions to the current state of the work.

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.

ChatGPT and Claude memory: features and limits

AI Systems

September 1, 202614 min

ChatGPT and Claude memory: features and limits

How built-in memories and owned knowledge bases work, and why sources, correction, imports and retention matter.

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.

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

stdio or Streamable HTTP: how to choose, revision 2026-07-28 changes and request-specific header requirements. Existing servers may use older revisions.

Ahrefs MCP Server: Setup for Claude, Codex and the Rest

Working with AI

August 3, 202612 min

Ahrefs MCP Server: Setup for Claude, Codex and the Rest

There are two Ahrefs MCP servers and two kinds of key, and the wrong pairing fails silently. Here is the wiring per client, plus the traps that cost real money.