Alibaba Cloud Native

Sep 2, 2026 · Artificial Intelligence

Validating Agent Optimizations with Backtesting, Offline Experiments, and Question‑Level Rubrics

This article shows how AgentLoop creates a backtesting plan, uses an offline intranet experiment platform, schedules regular runs, visualizes results on an experiment dashboard, and applies per‑question Rubrics to reliably measure and iterate on AI agent improvements.