The biggest challenge we face is not technical. That may seem funny later, since this section may be the most techincal part of the entire blog, but the examples given are meant to highlight the real problem: the industry is moving too fast, and we are not yet to a place where there are globally adopted standards. In other words, there is no TCP/IP, or HTTPS, or (for a less technical metaphor) ACH wire transfer protocol for agents. How an agent is built depends entirely on the framework. LangGraph, CrewAI, AutoGen, and Mastra are all different and, crucially, incompatible.
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近期阿里云、百度云等厂商相继宣布AI算力产品调价,而火山引擎等厂商维持原价,反映出不同厂商的战略定位与资源储备差异。
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The approach to teaching coding hasn't shifted dramatically.