About

This is my little corner of the internet. No agenda, no brand, no content strategy. Just a place to write about things I find genuinely interesting.

That mostly means Cybersecurity, AI, 3D printing, Lego, Formula 1, and whatever else catches my attention. The mix is intentional. I don't think curiosity needs to stay in its lane.

Some of the cybersecurity and AI posts might overlap with topics I deal with professionally. That's inevitable when your hobby and your job share a postcode. But nothing here represents my employer or anyone I work with. These are my own thoughts, written on my own time.

If something I wrote is useful, interesting, or wrong in an interesting way, feel free to reach out.

How AI is used on this site

Every post on this site carries an AI disclosure at the bottom of the page, generated from metadata that travels with the post itself. The disclosure states whether AI was involved, to what degree, and which model was used.

The levels mean the following:

• Written without AI assistance: the text is entirely human-written.
• Lightly AI-assisted / AI-edited: the text is human-written; AI was used for editing suggestions, phrasing, or structure checks.
• AI-assisted: the ideas, argument and outline are human; AI helped draft or rework substantial parts of the text.
• Fully AI-generated: the text was drafted by an AI model from a human brief, source material and direction.

Regardless of the level, every post is published under my name and on my judgement. I choose the topics, supply the source material and the argument, review the output before publishing, and stand behind the content. Errors are mine, and corrections are welcome.

Model names are stated exactly as used (for example claude-sonnet-4-6), so the disclosure stays verifiable rather than vague.