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需要也不需要，LLM+Agentic coding agent主要是解放你手搓那些无意义又耗时的代码的时间，以及在信息聚合以及检索能力上大量节省你的时间。 学生时代其实很多代码是值得你去手搓实现的，但手搓不是为了手搓而手搓，你不手搓，不去真正地走一个流程去思考为什么要那么做，很容易出现你觉得你会了但实际上你不会的问题。