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For implementers, backpressure adds complexity without providing guarantees. The machinery to track queue sizes, compute desiredSize, and invoke pull() at the right times must all be implemented correctly. However, since these signals are advisory, all that work doesn't actually prevent the problems backpressure is supposed to solve.
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2026年初，OpenClaw作为一个允许AI直接控制电脑、执行复杂工作流的开源工具，在短时间内获得超过21万GitHub星标。它带来了使用模式的改变，AI从“几千Token的问答工具”，转向后台持续运行、多任务并行的工作流系统。Token消耗随之从线性增长转向指数级放大。