Apple’s new Containerization framework (announced at WWDC 2025) is interesting here. Unlike Docker on Mac, which runs all containers inside a single shared Linux VM, Apple gives each container its own lightweight VM via the Virtualization framework on Apple Silicon. Each container gets its own kernel, its own ext4 filesystem, and its own IP address. It is essentially the microVM model applied to local development, with OCI image compatibility. It is still early, but it collapses the gap between “local development containers” and “properly isolated sandboxes” in a way that Docker Desktop never did.
进展最快的三个行业，报告点了名：游戏、广告、电商。游戏公司用AI生成概念图和场景资产，把原本需要几周的流程压缩到几天。广告公司一个campaign能在几小时内生成几百个个性化版本，以前这需要租场地、配团队、拍好几天。电商更直接——成千上万个SKU都需要产品图、场景图、季节素材，过去是漫长的拍摄和修图周期，现在几个提示词出一套。。关于这个话题，夫子提供了深入分析
，更多细节参见搜狗输入法2026
人 民 网 版 权 所 有 ，未 经 书 面 授 权 禁 止 使 用
Redis (caching)Python。safew官方版本下载是该领域的重要参考