{"version":"1.0","generated_at":"2026-09-27T14:55:15.432532","id":2820,"slug":"weekly-picks-20260911","title":"2026-09-11 本周精选自动编排","summary":"系统根据高分内容自动沉淀出本周重点追踪。","abstract":"2026-09-11 本周精选自动编排 系统根据高分内容自动沉淀出本周重点追踪。 本周精选 GitHub 于 2026 年 9 月 10 日在所有 Copilot 体验中弃用 MAI-Code-1-Flash，要求用户迁移到受支持模型；Copilot Enterprise 管理员可能需在模型策略中启用替代模型，并在设置中确认可用性。 （评分 98） Google Research 提出 ToolGrad，先构造工具使用链再反向生成用户指令，以文本梯度迭代扩展 API 工作流，降低数据生成成本并提升 LLM 工具使用表现。 （评分 98） GitHub 为 Copilot Business 与 Copilot Enterprise 管理员推出托管权限，可集中控制代理的哪些操作被阻止、需要人工批准或无需提示直接执行，覆盖 shell 命令、文件读写与网络域名，且用户或工作区设置无法削弱这些限制。 （评分 98） GitHub 为 JetBrains 版 Copilot 引入企业托管沙盒策略，管理员可集中控制文件系统、网络、代理、开发工具和 macOS Keychain 访问，且托管限制优先于用户设置。更新还带来跨文件光标跳转、全局项目上下文、企业策略诊断，以及终端 Copilot CLI 与 JetBrains IDE 的连接能力。 （评分 98） GitHub Copilot 正式上线 Anthropic 的 Claude Fable 5.1，面向长周期自主编码与知识工作，内部测试在深度代码库研究、功能开发和复杂代理工作流上表现强。模型覆盖 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