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综合多方信息来看，Context note: flushed records replay with context.Background(). Original request context unavailable because Handle doesn't store it. This intentional for three reasons. First, flush replays old records, not current ones. When ERROR triggers, it drains last N records: INFOs and DEBUGs accumulated over time, each from different requests with different contexts. ERROR's context holds no meaningful relationship to older records. Second, storing context.Context per record would pin entire context chains in memory (parent contexts, cancellation functions, request-scoped values) until record cycles out of buffer. For 500-slot buffer with 5-minute MaxAge, that's 500 active context trees garbage collector cannot collect. Third, stale deadlines cause false failures. Record logged 30 seconds ago possessed request context whose deadline already passed. Replaying with original context would cause FlushTo.Handle to immediately fail on ctx.Err(), defeating flush purpose.
综合多方信息来看，实时性要求带来延迟权衡：长音频片段提供高质量频域数据但增加延迟，短片段响应快但噪声多。最终采用重叠滚动窗口方案，在保证频率分辨率的同时控制延迟。
从长远视角审视，Meredith Ringel Morris, Google
从长远视角审视，Core concept restricts user process system call access, utilizing efficient IPC for service requests from supervisor and other services. The supervisor possesses comprehensive capabilities and delegates appropriately based on process requirements and trust levels.
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