撑起这场狂欢的，是一份看似无可挑剔的商业化成绩单。以智谱为例，在发布 GLM-5 的同一天，它做出了一个违背互联网早期“免费换规模”常理的动作——全线涨价。核心产品套餐整体涨幅最低 30%，海外版订阅价格最高直接翻倍，甚至取消了新用户的首单优惠。
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When you test a module, especially when you use TDD to drive the design of the code, you shouldn’t test classes or functions in isolation. Going “too low” with the unit tests (class by class, method by method) takes away almost all “Characteristics of good tests” (as described above). That’s because you don’t test the key element of the design, that is the interactions between classes/functions. Such a test suite exhibits an excessive usage of a mocking framework (and it’s a sign of a bad test suite; probably a large number of tests only check that method A invokes method B).
Abdel Fattah al-Burhan