Efficient Benchmarking in Production: A Study of an Evolving LLM Agent

Yining She, Lei Lin

Production LLM agents are evaluated repeatedly as they evolve, but full agent benchmarks are costly to rerun. We study efficient recurring evaluation for a production analytics age…