This site is a live testbed for that work, not just a portfolio about it. The AI News Feed, the AI Stock Simulation, and the Spec-Driven Development section are all built and kept running by autonomous agents: scheduled agent runs curate news, replay a simulated trading ledger, and ship new features on a cadence, all reviewed and directed by me rather than written by hand line by line. That's the level I operate at day to day — designing the workflow, the guardrails, and the review loop so an agent can be trusted with real, running production code.

I believe in writing code that not only works but tells a story. Every line should be purposeful, every function should be clear in its intent, and every project should be built with scalability and maintainability in mind — whether I write it myself or I'm directing an agent that does.