[For IT Departments] Office in Copilot Deployment and Claude Configuration: 10 Templates and 3 Tables

"Office in Copilot," which enables the use of Word, Excel, and PowerPoint within the Microsoft Copilot app, is being rolled ...

[JTC Shitty Game] The Mystery of Japanese Companies Where Managers Who Know Nothing About IT Lead the IT Department—Without Knowing SAP or Security, Wha…

Apparently, You Don't Need IT Knowledge to Become an IT ManagerIn traditional Japanese large corporations, so-called JTCs, ...
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从 Demo 到生产：给 LangChain 售后助手补上上下文、长期记忆、流式输出和可观测性

前两篇把一个售后助手搭了起来，加上会话记忆和结构化输出，它已经能处理一段真实对话。但接进业务系统还差几步：工具怎么知道当前用户是谁，长任务怎么先给一句反馈，出问题又该怎么排查。这篇补齐运行时上下文、长期记忆、流式输出和 LangSmith。