The backend was green and the video kept buffering: a QoE debugging playbook
Our take: QoE instrumentation pattern; useful technical insight on hidden failures.
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Backend metrics cannot detect client-side video quality issues like rebuffering or slow startup, requiring separate player instrumentation (~40 lines of code) to capture real user experience signals.
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