Articles
Essays on building, SEO, physics, and the founder journey. Published on Medium — click any piece to read the full article.
What Is Loop Engineering? The Shift From Prompting AI to Building Self-Running Agents
Designing systems that repeatedly drive AI agents toward a goal — verifying outputs, retaining state, and deciding the next step autonomously. The move from manual prompting to architecting self-operating engines.
How Large Language Models Are Actually Built: Lessons From Stanford's CS229
Everything I learned from Stanford's CS229 LLM lecture — the five components that decide model quality: architecture, training, data, evaluation, and systems.
How Computers Learned to Simulate Matter: A Journey Through Density Functional Theory
How physicists made the Schrödinger equation computable for real materials — the approximations and breakthroughs behind Density Functional Theory.
We Shipped More Code Than Ever in 2026. We Also Shipped More Risk.
AI-assisted development accelerated code output but pushed security risk downstream. In 2026, vulnerabilities doubled in commercial codebases while incident response slowed for heavy AI-tool users.
God-Level AI Promises Abundance. But Who Actually Decides?
If advanced AI delivers abundance and freedom from work, who controls it — and how do the benefits actually get distributed?