Technical background, practical experience, and clear assessments of AI, software architecture, and production systems.
About the author
I have been developing professional software for 25 years. Today, I support businesses with software and AI initiatives – from business case and requirements through sustainable architectures to implementation and production operations.
In my articles, I assess technical capabilities, risks, and economic questions from a practical perspective.
Current focus
Published on · approx. 6 min read
Why intensive users can receive remarkable value from an AI subscription—and why exceptionally cheap offers still deserve closer scrutiny.
More perspectives
· approx. 6 min read
Why a European server location is not enough—and why the provider’s jurisdiction, the server location, and the route to the model must be assessed together.
· approx. 8 min read
What distinguishes these three model categories, which hosting options they provide, and what enterprises should consider when evaluating control and data security.