Enterprise AI agent platform governance hit a July 2026 inflection point: Google's Gemini Enterprise enforces cryptographic ...

Apple has added some excellent safety features to the Apple Watch over the years, with Fall Detection and Crash Detection having the potential to be lifesavers. Sensors inside the Watch detect an ...

本文拆解这套机制——Hook 链（Agent 框架的 Callback 切面）+ 挂在它上面的读写两侧 offload（长内容落盘、上下文仅留引用句柄）+ HITL 门禁 + 上下文联动闭环。 案例一：用户让 Agent 改一张核心表的 ETL——1200 多行的长 SQL。Agent 读完原文、开始输出，写到一半"偷懒 ...