Reproducible Evaluation as the Substrate for Safe Prompt Compression in Production Agents

Prabal Vashisht, Zheng Hu, Ying Yang

Evaluating conversational agents that act on live, mutable enterprise data is hard: replayed sessions drift as backend state changes, and a benchmark built today can silently go st…