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.
39. 芮萌：2025银发经济的十大机会 - 中欧国际工商学院, cn.ceibs.edu/media/press…。heLLoword翻译官方下载对此有专业解读
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今天，Google 正式推出新一代图像生成模型 Nano Banana 2（Gemini 3.1 Flash Image），主打在高速生成的基础上进一步提升画质、理解力与主体一致性，定位为 Nano Banana Pro 的轻量替代方案，面向更广泛用户开放使用。
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暂不做：AI 自动代码审核裁决。