AI Transparency
As of 4 November 2026 · applies to codeministry.de
The transparency obligations in Article 50 of the EU AI Act have applied since 2 August 2026. This page summarises where codeministry.de uses artificial intelligence, how each use is labelled and where no AI is involved by design.
At a glance
| Area | AI involved? | Labelling |
|---|---|---|
| Illustration in the services section of the home page | Yes, AI-generated | Caption and alt text |
| Galaxy background on the home page | Yes, created with AI | Note in the page header |
| Preview image for shared links | Yes, AI-generated | Note on this page |
| Texts | Yes, AI-assisted and reviewed by me | Note on this page |
| Code and design | Yes, AI-assisted | Note on this page |
| Portrait photo and logos | No | Not needed |
| Chatbots and assistants | No, there are none here | Not needed |
Images
Two images are AI-generated and were created in 2026 with Lovable: the illustration in the services section of the home page and the preview image that social networks and messengers show when a link is shared. The galaxy background in the header of the home page was also created with AI.
The illustration has a visible caption, and its alt text states the origin for screen readers too. The galaxy background has a note in the page header. The preview image appears on third-party platforms, where I cannot add a caption, so it is listed here instead.
The network graphics in the page headers are drawn in the browser by program code from fixed data. No AI model runs for this. This website has no video or audio content.
Texts
Some of the texts on this website were written with AI assistance, including Lovable and Claude (Anthropic), and that includes this text. The details about projects, clients and experience come from me. I review the texts before publication and hold editorial responsibility for them.
Code and design
The first version of this website was built with Lovable. Since then I have developed it further with AI coding agents such as Claude Code. I review every change and take responsibility for it.
AI as a topic of my services
The services and technologies pages describe AI topics such as AI agents, Spring AI and Ollama. That is work for client projects. None of it runs to operate this website.
Deliberately without AI
- My portrait is a real photo of me.
- Client and technology logos are the original logos of the respective companies and projects.
- There is no chatbot and no AI assistant. Visiting this website does not call any AI model.
- This website does not send visitor data to AI services.
- I answer enquiries personally.
Questions about labelling
If you notice a missing or incorrect label, please write to me via the contact page.