Ten Lessons of Building LLM Applications for Engineers

Over two years of developing large language model (LLM) applications tailored for engineering professionals, practical insights have been gathered on effective workflows, structural design, and evaluation strategies. These field notes highlight the importance of close collaboration with domain experts to optimize LLM deployment, emphasizing iterative development and rigorous assessment to ensure relevance and accuracy in engineering contexts.