MIM separates the infrastructure code while VSA/“Package by Feature” does not (at least not with the original definitions), hence it’s harder to unit test slices and people are told to rely more on integration tests.
At the same time, the company’s weaknesses and growth pain points are equally prominent—and have become the central tests on its path to an IPO. First, control gaps in the franchising model are glaring. With franchised stores accounting for more than 95% of the network, quality control is extremely difficult. In 2024, the “worm incident” at a Beijing franchise store triggered a crisis of trust in the brand; related complaints on the Black Cat platform exceeded 380. Revenue at some outlets plunged by 30%. Meanwhile, in 2025 the ratio of newly opened to closed franchise stores deteriorated from 15:1 to 3:1. Franchisees’ payback periods averaged 13–20 months—and could be longer in top-tier cities due to intense competition. Waning franchisee enthusiasm directly undermines the stability of the company’s core source of revenue.
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在上面这个案例中，AI 精准地还原了上海的地标，并极其自然地处理了巨猫与微缩城市之间的光影和透视关系。，详情可参考搜狗输入法2026
但轻视的另一面是傲慢，互联网世界存在一个残酷的“低门槛悖论”：当一个事情谁都能做时，意味着你要面临海量的竞争者，想要活下来，就必须把那些看似简单的事情做到极致——那些貌似没有门槛的东西，门槛也许更高。