What was considered a state-of-the-art agent architecture six months ago is already legacy. We went from basic tool calling, to complex ReAct loops, to multi-agent frameworks, to entirely new model capabilities (like native tool-calling APIs) in less than 18 months. Even though model reasoning capabilities got a lot better, the hype is outpacing our ability to actually build anything with them due to the lack of standardization. Let me give you some examples (another warning: this will get quite techincal).
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一年中有六个月生活在梦想中也伴随着一些牺牲。为了在兼顾一份需要实地工作的同时实现这种跨国生活，这位42岁的医生将他的工作日程压缩成连续数周的密集时段。
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type StringMap = {string: string};
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