Building AI products that survive contact with production.

I write about the systems around the model: architecture, retrieval, tool use, orchestration, evaluation, reliability, observability, latency, cost, and operational ownership.

Focus

Production AI systems, enterprise architecture, AI-assisted software engineering, reliability and evaluation, and the distributed systems foundations underneath them.