为什么 ASSERT 是 AI 智能体的新标准
microsoft 发布了 assert，这是一个开源框架，可将文本描述转化为 ai 智能体的回归测试。这解决了缺乏工具来验证特定应用行为的关键问题。
microsoft released assert, an open-source framework designed to automate the testing of ai application behavior using natural-language descriptions of policies and goals. assert transforms plain-text rules into structured test cases, simulating scenarios to ensure systems adhere to specific constraints like data privacy or tool usage limits. it logs intermediate steps and tool calls, allowing developers to debug exactly where an ai system diverged from its intended path. this tool targets the growing gap between general model evaluation and the need to verify complex, multi-step agent workflows in production.