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Live and Let Buffer: QA Lessons from Netflix’s Live Streaming Debacle

Bisma Latif
4 min readNov 24, 2024

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A few days ago, we marveled at the QA work done by Netflix, praising how seamlessly the platform delivers on-demand content to millions of viewers worldwide. Its robust VOD (Video On Demand) architecture has set the gold standard for streaming services, proving that quality and reliability are at the heart of its operations.

However, Netflix’s first foray into large-scale live streaming — a high-profile boxing match featuring Mike Tyson and Jake Paul — was marred by technical failures. While it’s tempting to blame the platform’s engineers, the reality of live streaming at Netflix’s scale is a daunting technical and operational challenge. This incident serves as a stark reminder of the critical role Quality Assurance (QA) plays in mitigating risks, especially in areas as unpredictable as live streaming.

Let’s explore what went wrong and how testing strategies tailored for live streaming could have helped avert such a failure.

The Difference Between VOD and Live Streaming

Netflix revolutionized the entertainment industry with its Video On Demand (VOD) service, built on a robust architecture optimized for:

  • Pre-positioning content across its OpenConnect CDN for reduced latency.

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Bisma Latif
Bisma Latif

Written by Bisma Latif

A writer, coder, and an avid reader, who puts her soul in everything she does! LinkedIn: https://www.linkedin.com/in/ibismalatif/

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