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Local sandboxing on developer machinesEverything above is about server-side multi-tenant isolation, where the threat is adversarial code escaping a sandbox to compromise a shared host. There is a related but different problem on developer machines: AI coding agents that execute commands locally on your laptop. The threat model shifts. There is no multi-tenancy. The concern is not kernel exploitation but rather preventing an agent from reading your ~/.ssh keys, exfiltrating secrets over the network, or writing to paths outside the project. Or you know if you are running Clawdbot locally, then everything is fair game.
DataWorks 支持将 DLF、OSS、NAS 等多源数据注册为统一数据集，并基于 Lance 格式实现元数据标准化。系统自动解析图像、视频等非结构化数据内容，生成可理解的标签与描述信息，支持版本管理与血缘追踪，构建企业级多模态数据资产地图。
Жители Санкт-Петербурга устроили «крысогон»17:52