AutoResearch at Production Scale: Failure Modes and a Multi-Agent Framework

Aparajith Chandran, Juwon Kim, Saurav Jha +2

Optimizing embedding systems for production recommendation pipelines demands systematic exploration that consumes disproportionate engineering effort at scale. We apply Andrej Karp…