Adaptive Data Flywheel: Applying MAPE Control Loops to AI Agent Improvement. - Aaditya Shukla; Sidney Knowles; Meenakshi Madugula; Dave Farris; Ryan Angilly; Santiago Pombo; Anbang Xu; Lu An; Abhinav Balasubramanian; Tan Yu; Jiaxiang Ren; Rama Akkiraju (CoRR, 2025)