AI Engineer
Building AI agents, LLM orchestration systems, and developer tools. Shipping agentic workflows with function calling, RAG, and multi-step reasoning. Writing about what I learn along the way.
A mental model for agentic systems: expand the context they can reach, select only what matters, and build tighter feedback loops around the model.
How we indexed hundreds of millions of tokens of AI agent conversations and built a system that lets us ask real product questions for a few dollars per run.
What it is actually like to learn and ship Rust while building an AI agent — from a TypeScript engineer who cannot go back.