Writing
Short, practical posts on AI engineering (RAG, agents, evals) and how I use tools like Cursor, Claude, and Codex day to day.
The Ask widget answers questions about my work with zero API calls and no LLM. How the scoring works, why the refusal threshold is the real feature, and what carries over to production RAG.
Read postThree AI tools, three different jobs. My day-to-day workflow for shipping production code with AI agents, and where I still do not trust them.
Read postRetrieval demos are easy. Systems that survive real documents and real users need citations, evals, and a quality dashboard. A checklist from building one.
Read postHow we built a privacy-first fan intelligence pipeline, won the Raumdeuter AI challenge at Campus Founders, and why most sports AI pipelines have a serious problem.
Read postHow I led the technical side of PostSign through the AI Start program at Campus Founders, going from a product concept to a working MVP and a finals pitch in under a month.
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