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MiniMax 上线 MaxClaw 功能

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2025-12-15 12:36

The problem gets worse in pipelines. When you chain multiple transforms – say, parse, transform, then serialize – each TransformStream has its own internal readable and writable buffers. If implementers follow the spec strictly, data cascades through these buffers in a push-oriented fashion: the source pushes to transform A, which pushes to transform B, which pushes to transform C, each accumulating data in intermediate buffers before the final consumer has even started pulling. With three transforms, you can have six internal buffers filling up simultaneously.

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这套方式的关键是把**“思考(Model)”与“沉淀(Document)”**绑定到同一条流水线:生成、校对、结构化输出、二次迭代,都能在一个入口里完成。