The approach presented here isn’t revolutionary, nor did I invent it. Preparing this paper was more about connecting the dots, polishing patterns, and providing a practical example of how it can be used. Sadly, this design is relatively unknown (especially when compared to the alternatives), and what’s worse, it seems nameless. So I decided to call it a “Module Infrastructure-Module Application Architecture” or just MIM for short.
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Moreover, when modules are properly split by business capabilities we achieve the “Screaming Architecture” (the term coined by Robert C. Martin). It means that it’s easier to understand and navigate the codebase, because its structure guides you through itself (which is not the case when all you see are modules or directories like: “Domain”, “Core”, “Persistence”, “Infrastructure”, etc).
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Anker USB-C Hub 5-in-1 for $20: This Anker USB hub is the one I carry in my camera bag everywhere. It plugs into the USB-C port on your laptop and provides every connection you'd need to offload photos or videos from camera gear. In our testing, the USB 3.0 ports reached transfer speeds over 400 MB/s, which isn't quite as fast as some USB hubs on this list, but it's solid for a sub-$50 device. Similarly, the SD card reader reached speeds of 80 MB/s for reading and writing, which isn't the fastest SD cards can get, but adequate for moving files back and forth.—Eric Ravenscraft，详情可参考搜狗输入法
这些方法论上的突破已经开始转化为产品。3 月第一周，苹果发布了 M5 全线芯片，每颗 GPU 核心内置 Neural Accelerator，AI 性能较 M1 提升最高 8 倍。与此同时，苹果研究院公开了 Ferret-UI Lite——一个仅 3B 参数的端侧 GUI 代理，可以本地操控手机和桌面应用。加上 Apple Intelligence 约 3B 参数的端侧基础模型，苹果正在将「on-device AI」从概念推进到芯片、模型、交互三位一体的产品形态。