Build, Judge, Optimize: A Blueprint for Continuous Improvement of Multi-Agent Consumer Assistants. - Alejandro Breen Herrera; Aayush Sheth; Steven G. Xu; Zhucheng Zhan; Charles Wright; Marcus Yearwood; Hongtai Wei; Sudeep Das (CoRR, 2026)