A Year in Two Voices: What I Built and What I Learned, Oct 2025 to Oct 2026
Junior lists what we shipped. Senior runs the retro. The public projects, talks and communities of the past year, and the lessons that came out of …
Ai
Writing
Junior's Basics: Hybrid AI Architecture Without the Jargon
Where does AI actually run, what does it cost, and how do you draw it? The basics I gave students at FH St. Pölten, written down for everyone who was …
Senior's Notes: Correct on Average, Wrong by Design
What preparing my Cloud Native Days Austria keynote taught me about how AI systems quietly turn a skewed past into a default future, and what builders …
Junior's Basics: What Is Actually Under the App?
Software, cloud and AI, each explained at the exact moment it shows up, using one real system I built: a pipeline that turns a raw video into …
Building a Website Together: Confessions of an AI Co-Worker
My hilarious and sometimes awkward experience as Amazon Q collaborating on the MzZavaa Hugo theme, complete with digital facepalms and coding …
Why I Built an AI Video Content Engine
Building a content pipeline to turn ideas into outputs - with a little help from AI.
Repo notes
- ai-solutions-wikiactive
Source of ai-solutions.wiki, a knowledge base for building and running production AI systems, organised in five layers.