
Bring your architecture diagram, system design doc, or even a napkin sketch. I'll spend 30 minutes pulling it apart — identifying failure modes, scaling bottlenecks, over-engineering, missing evaluation layers, and the decisions that will cost you 6 months if you get them wrong now.
Covers: RAG pipeline design, agent orchestration patterns, retrieval system architecture, embedding strategies, evaluation frameworks, model selection trade-offs, build-vs-buy decisions.
I've built these systems at Amazon, Lyft, and Turing across 13 years. I'll tell you what will break, not what looks good on a slide.
Come prepared. Share your architecture doc or diagram before the call — cold walkthroughs waste both our time.