谷歌云：2025年谷歌云技术指南：打造智能AI代理系统（英文版）

The development of AI agents represents a paradigm shift in software engineering, enabling startups to automate complex workflows, create novel user experiences, and solve business problems that were previously technically infeasible. But moving from a promising prototype to a production-ready agent means solving a new set of challenges. How do you manage their non-deterministic behavior? How do you verify their complex reasoning paths? And, crucially, where do you get started? This te