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.
Two AI companion concepts
，这一点在服务器推荐中也有详细论述
The new MacBook Pro delivers up to 2x faster read/write performance compared to the previous generation,4 reaching speeds of up to 14.5GB/s5 and accelerating workflows for professionals working across 4K and 8K video projects, LLMs, and complex datasets. MacBook Pro with M5 Pro now comes standard with 1TB of storage, while MacBook Pro with M5 Max now comes standard with 2TB. And the 14-inch MacBook Pro with M5 now comes standard with 1TB of storage.。关于这个话题，91视频提供了深入分析
36氪获悉，3月3日，通用具身智能科技公司“小雨智造”宣布完成数亿元B轮融资。本轮融资由华业天成领投，招银国际、茅台基金、贵州省科创天使基金共同跟投，老股东滴滴和小米联合创始人黎万强追加投资。小雨智造创始人乔忠良表示，本轮融资将用于加大具身大模型投入，持续布局工业场景，与供应链企业展开战略合作加速量产。