IO
The most volcanically active body in the solar system. Its surface is perpetually reshaped by hundreds of erupting volcanoes driven by tidal forces.
About
AI Orchestrator & Engineer

I'm Oliver, based in Bremen, Germany. I work with AI — but I'm not interested in the hype cycle. What I care about is figuring out where these tools actually deliver value and where they're just noise.
I spend a lot of my time experimenting with different tools, frameworks, and paradigms. Some of them stick, most of them don't — and that's the whole point. You only find what works by trying what doesn't.
What got me into this space is something pretty simple: AI gave me the ability to actually build things. For years I had ideas sitting on the drawing board, concepts I couldn't execute because the technical barrier was just too high. That changed. Not overnight, not magically, but step by step. Today I can take an idea from concept to working prototype, and that still feels remarkable to me.
So that's what I do — I orchestrate AI to turn ideas into something real.
Projects
Four experiments. More coming.
Dungeon Duo
Full-stack AI Dungeon Master for two cooperative players
A full-stack web application that brings tabletop role-playing to life through AI. Fully automated Dungeon Master for two players — dynamic narrative, scene illustrations, world map, and real-time text-to-speech. No preparation, no game master, no physical materials.
Myth & Mimics
AI-driven tabletop RPG with Powered by the Apocalypse ruleset
A full-stack web application combining classic tabletop role-playing with modern AI. An AI Dungeon Master powered by Google Gemini narrates the story, rolls dice by PbtA rules, generates character portraits, and delivers voice narration via ElevenLabs TTS.
Sächsisch Ipsum
Dummy text generator in Saxon dialect
A browser-based placeholder text generator replacing Latin Lorem Ipsum with authentic Upper Saxon dialect. Single-file app — no build step, no npm, no framework.
Valheim Bot
Computer vision companion for Valheim
An AI companion that watches your Valheim screen via computer vision and offers real-time tips, inventory analysis, and contextual guidance without mods.
Blog
Notes from the workbench
Building IO Design in Public
Why I'm documenting every iteration of this site — from orbital navs to WebGL nebulas — instead of just shipping when it's done.
The AI Engineering Stack I Actually Use
A pragmatic look at what tools, models, and patterns are worth the hype in 2026 — from someone building things with them daily.