為什麼 ASSERT 是 AI 智能體的新標準
microsoft 發布了 assert，這是一個開源框架，可將文本描述轉化為 ai 智能體的回歸測試。這解決了缺乏工具來驗證特定應用行為的關鍵問題。
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.