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.
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。关于这个话题，safew官方版本下载提供了深入分析
在「开箱即用」这个场景下，Seede 最终生成的 PPT 质量差强人意，内容丰富度上明显不足。使用更具体的提示词，应该能够获得更好的效果。导出时会包含右下角的水印图标，但是可以在 PPT 中手动删除。
Photo by Amy Skorheim / Engadget，详情可参考同城约会
Сайт Роскомнадзора атаковали18:00。业内人士推荐快连下载安装作为进阶阅读
The kernel is the shared surfaceWhen any code runs on Linux, it interacts with the hardware through the kernel via system calls. The Linux kernel exposes roughly 340 syscalls, and the kernel implementation is tens of millions of lines of C code. Every syscall is an entry point into that codebase.