微软正测试月之暗面最新模型 Kimi K3，评估接入 Microsoft Copilot 与 Azure 平台的可行性，目前仍处内部测试，上线时间、地区和定价均未公布。此前双方已有合作，7 月 GitHub Copilot 已正式上线 Kimi K2.7Code 模型。
微软在GitHub开源了专为iOS设计的SwiftStreamingMarkdown渲染库，旨在解决大模型应用在聊天界面中Markdown文本流式渲染的性能瓶颈。该库为移动端开发者提供高效方案，应对AI对话时逐字生成文本的流畅展示与阅读体验挑战，弥补传统解析器在处理文本流时的不足。
微软GitHub上的数十个开源项目仓库近日紧急下线，因黑客入侵并注入窃取密码的病毒代码。受影响项目集中在Azure云服务和热门AI开发工具，如集成开发环境，引发开发圈震动。安全公司Cloudsmith和OpenSourceMalware最早发现异常。
微软近日因黑客通过“供应链攻击”向至少70个开源项目注入恶意软件，紧急切断了其在GitHub上的访问权限。黑客意图在用户使用AI编码工具（如Claude Code、Gemini CLI和VS Code）时窃取密码及凭证。微软发言人证实已删除相关存储库，部分经审核后恢复。这是微软开源项目近期再次遭遇的安全事件。
微软官方MCP服务器集合，提供Azure、GitHub、Microsoft 365、Fabric等多种服务的AI助手集成工具，支持本地和远程部署，帮助开发者通过标准化协议连接AI模型与各类数据源和工具。
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