This project started with a practical question: how can a banking assistant feel less like a form and more like a conversation? The first step was a text endpoint; the next was allowing a customer to ...

In the Azure Storage account, avoid regenerating the access key that you use to mount the storage in the app. The storage account contains two keys. Azure App Services stores an Azure storage account ...

Ongoing research into AI agent framework security identified an exploit chain in AutoGen Studio (AutoGen’s open-source prototyping user interface) that allows untrusted web content rendered by a ...

此前七篇文章，我们构建了一个功能完备的 Agent 框架：多渠道接入、自主推理、技能注入、多智能体协作、长短期记忆以及安全的工具沙箱。然而，所有这些能力若缺少一个坚实的安全底座，就无法真正应用于企业环境。企业 Agent 与个人助手最根本的区别在于 ...