Work
Published work is produced with AI assistance — research, argument testing, data analysis, drafting, and critique. Each piece is organized so it can be revisited, challenged, and updated.
Contexts
Topics
Life Calibration Engine
A mobile-first PWA and agent-accessible MCP for life assessment, goal prioritization,
Personal Runway Calculator
A local-first calculator for estimating how many months liquid savings cover
OpenCode Go Chat
A browser-based chat interface for OpenCode Go with a deployed proxy for chat, search, fetch, and browsing tools.
LLM Benchmark Platform
A deployed benchmark platform for running role-based coding-agent evaluations across OpenCode Go models and tracking results over time.
Life Equivalence Calculator
A relocation decision-support app that compares gross salary, take-home income, local costs, family plans, retirement, and end-of-life wealth across Cologne and Boston.
Germany Real Estate Intelligence
A personal German real estate offer analyzer that turns property, financing, tax, and risk assumptions into a transparent decision record.
Economic Dashboard
A static macro dashboard that visualizes the changing share of world GDP across major economies, built from World Bank data and shipped as a standalone Vite app.
Data Analyst AI Agent
AI-powered data analytics dashboard with natural language chat and real-time visualizations
V1 Staging Is Live
First artifact published through the staging deployment on ai-sandbox: API to Supabase to a stable URL, no deployment involved.
First Supabase-Published Artifact
Proving the canonical path: publish request through the Publishing API into Postgres, rendered without any deployment.
The Weight of Words
How language bundles description and judgment.
Translation Smoke Test
English fixture used to verify multilingual article routing.
The Mobility Paradox
Europe is more equal than America. But is it more open? An evolving perspective on inheritance, inequality, regulation, and who really gets to move up.
How Much of a Degrowther Are You?
An evolving perspective on the history, definition, principles, and personal implications of degrowth.
Agent Native Applications
A first-principles definition of agent native applications: software products reorganized around delegated intent, governed AI agents, and supervisory interfaces, with email as the central example.
Climate Change Without the Panic and Without the Denial
A data-backed climate argument that separates measured warming from emissions accounting, historical responsibility, consumption-based trade, and the current geography of CO2 growth.
Why Deutsche Bahn Is Late
A research-backed diagnosis of Deutsche Bahn's punctuality crisis: lost network slack, overloaded corridors, delayed renewal, construction disruption, and muddled rail governance.
Germany's Heat Problem Was Not a Surprise
A DWD station-data analysis of German summer heat, hot nights, and heatwaves since 1951, and why heat adaptation should have been treated as infrastructure.
State of the AI Industry
A living analysis of the AI industry across six layers — from silicon to business domains — written from the vantage point of a Data Scientist who helps organizations make better decisions.
The Economics of LLMs: Training, Inference, and Who Pays
Training a frontier model costs nine figures. Serving it costs fractions of a cent per token. The gap between those two numbers defines who can compete in AI — and who gets left out.
Why I Write
After years of watching from the sidelines, I finally understand why I was holding back.