微软表示，关于此次新硬件及相关更新的更多技术细节，可在官方 Windows 博客的最新公告中进一步了解：
除传统数据同步外，DataWorks 支持 AI 场景下的 Embedding 向量化数据入湖，可将大模型生成的向量特征直接写入 Iceberg/Paimon 表，为后续向量检索与推荐系统提供高质量输入。同时支持 Flink 实时流式入湖，实现从 T+1 到近实时的数据流转。
。业内人士推荐Line官方版本下载作为进阶阅读
The feature was first spotted by 9to5Google earlier this week, but it appears to be rolling out on a larger scale.
Spin up sandboxed Linux containers pre-loaded with AI coding tools (Claude Code, Codex, OpenCode via mise). Each container gets SSH access, ZFS snapshot-based checkpoints, and network egress policies that control what the agent can reach. Managed entirely from the CLI over TrueNAS WebSocket API.