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.
内容与服务体系的建设，也将是未来的发展重点之一。买到玩具之后，如何让角色持续成长，如何维护用户与AI角色之间的关系，如何建立长期使用机制，这些问题都还有待一个更加成熟的解决方案。如果只是一个能对话的玩具，很难长期留住用户。
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