后来才知道，他们团队私下用colibri重写了整个推理服务层，最终在相同硬件上把延迟压到117ms，内存峰值从18GB降到4.2GB，且CPU占用率曲线平滑得像一条直线——没有Python解释器的抖动，没有框架层的GC暂停，只有C指针在内存页之间精准跳转的节奏。 这不是炫技。

不分开看会得到什么结果？最典型的是用户听到单通、一会儿就断。实际日志里，200 OK 回复 SDP 时把媒体地址写成内网 IP，媒体包永远只在内网转发，外部呼叫方听到 30 秒无声后超时挂断。把信令面和媒体面拆开观测，就能把问题定位在“地址写错、路由不可达、前后端编解码不匹配”的哪一层 ...

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