This acceleration requires specifications: precise descriptions of what the software must do. As AI takes over implementation, specification becomes the core engineering discipline. Writing a specification forces clear thinking about what a system must do, what invariants it must maintain, what can go wrong. This is where the real engineering work has always lived. Implementation just used to be louder.
It is a very interesting computational problem of taking source code and
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回过头来看，两次战略调整背后，是魅族从“硬件制造商”到“生态服务商”的定位转变。此前的转型是加法，拓展场景守住硬件基本盘。，这一点在服务器推荐中也有详细论述
### IV for this record
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