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What I build, test, and learn in the process.

I write about systems I'm working on myself: including sources, code, and the issues that still need to be addressed.

New from the Studio

New data on the victims further undermines the industrial espionage theory—and reveals how an AI agent made its way into a production environment through several poorly segregated systems.

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New on the blog.

About e-commerce, WordPress, AI Visibility, and AI agents—straight from my work.

AI & B2B

My AI agents do not belong to their tool

The identity of my AI agents isn't stored in the chat window, but in files that any tool can load. Through lightweight adapters, sharing rules that travel with the data, and evidence instead of assertions.

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AI Visibility

Google's AI Guide applies only to Google

Summary: Google’s guide explains Google. However, ChatGPT, Claude, and Perplexity still require their own evaluation. In May 2026, Google published an official guide on how to optimize websites for …

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News from the Studio

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