Debugging as a Window into How AI Thinks
Watching AI tools solve the same problem in radically different ways reveals something about their cognitive architecture, and about the nature of problem-solving itself.
About
I love building things, exploring, and learning. I write about robotics, AI, spiritual growth and mental health.
This space is where I explore the intersection of technology and humanity, from training neural networks to understanding our own neural pathways.
Building
2025 — Enterprise RAG with 89% accuracy. FastSentiment API with sub-100ms inference. AI research agent processing 100+ papers daily.
2024 — ML systems engineering. Traffic sign classification at 96% accuracy. Attention mechanism visualizer for education.
Latest Writing
Systems That Build Systems: The Meta-Engineering Shift
My job quietly changed underneath me. I used to write code. Now I write instructions for systems that write code. Tracing a 50-year abstraction trend to understand what engineering is becoming.
Building the Thing That Replaces You
What it's like to build AI systems that automate your own skills, and the quiet fear that doesn't fit neatly into hype or doom.