XDA Developers on MSN
I used to hate complex spreadsheet formulas and then I found Python in Excel
Excel is my database, Python is my brain.
Every conversation you have with an AI — every decision, every debugging session, every architecture debate — disappears when ...
Microsoft has released version 1.0 of its open-source Agent Framework, positioning it as the production-ready evolution of the project introduced in October 2025 by combining Semantic Kernel ...
Microsoft ships Agent Framework 1.0 but Azure's agent stack still spans too many surfaces while Google and AWS offer cleaner developer paths.
Compliance continues to drive adoption of trusted open source: We saw the same themes from December present here, underscored ...
后台有个服务叫 autoDream。触发条件：距上次 Dream 超过 24 小时 + 至少 5 个新 session + 获取排他锁。触发后执行四个阶段：感知、采集、整合、修剪。这个 Dream 子 Agent 只有只读权限。
Morning Overview on MSN
Vibe coding’s downsides are piling up, especially for open-source projects
A growing body of academic research warns that AI-assisted “vibe coding,” where language models assemble software from ...
In order to modernize systems for the AI era, Mphasis teams began tackling the problem, as most do, by using tools to extract ...
在 AI 圈，模型至上论正在遭遇前所未有的挑战。当所有人都在屏息等待新模型再次刷新智力天花板时，AI 基础设施领军人物、LangChain 联合创始人 Harrison Chase在最新对话中抛出了新预判：大模型正在沦为大宗商品，而决定 Agent ...
第二阶段仅对文档、论文、图片等非代码内容，通过并行LLM子代理做一次语义抽取，同时搭配SHA256缓存机制，重复运行时只处理变更过的文件，从根本上避免了重复计算与无效开销，把Token真正用在推理上。
Tom Fenton reports running Ollama on a Windows 11 laptop with an older eGPU (NVIDIA Quadro P2200) connected via Thunderbolt dramatically outperforms both CPU-only native Windows and VM-based ...
过去一两年，ChatGPT 等 AI 聊天工具凭借强大信息处理能力，成为工作中的 “万能顾问”，高效搞定写邮件、解疑问等需求。但面对业务执行场景，它们暴露短板：仅能提供方案，缺乏行动力、无法集成内部系统、难串联复杂流程，始终是 ...
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