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 …
AWS
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 …
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 …
Embracing the Learning Journey: Reflections on Continuous Growth
Personal reflections on my approach to learning new skills, embracing challenges, and how continuous learning has shaped my AWS community projects.
How We Grew AWS User Group Vienna to 2,000+ Members
The story behind the growth of AWS User Group Vienna - and the mindset that made it possible
Adventures in AWS Community Data: Building a Dashboard Without Losing My Mind
A humorous journey through building an AWS Community Dashboard, tackling CSV quirks, debugging chaos, and Machine Learning filter mysteries.
The Birth of OTTO: How We Built an AI Crew for Our AWS Community
When two organizers couldn’t juggle alone anymore, they built OTTO - and grew a movement.
Why I Built an AI Video Content Engine
Building a content pipeline to turn ideas into outputs - with a little help from AI.