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.
系统新增了对 Google Workspace、DocuSign 等平台的核心级原生接入，并率先打通了微软生态的跨应用协同——Claude 现可直接提取 Excel 中的底层数据，自动化分析并生成完整的 PPT。
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语重心长的叮嘱，既指明认识论，也给出方法论。
不过，也正因为Workday在大幅增加AI相关投入，导致利润率被明显压缩，业绩指引、利润承压反应比较负面，市场对战略节奏发出了质疑声。