Article InformationAuthor, 謝全恩（Osmond Chia）,
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.。夫子对此有专业解读
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A practical maintenance schedule might review your top-performing content quarterly, your mid-tier content semi-annually, and your long-tail content annually. During these reviews, you update statistics and examples, add new sections covering recent developments, remove or update outdated information, and add a new "last updated" date to signal freshness. This regular maintenance keeps your content competitive and shows both AI models and human visitors that you're actively maintaining accuracy.，更多细节参见下载安装 谷歌浏览器 开启极速安全的 上网之旅。
（二）依法不予处罚的，或者违法事实不能成立的，作出不予处罚决定；