https://www.infoq.com InfoQ Reliability News feed https://www.infoq.com/news/2026/04/netflix-live-human-ops-scale/?utm_campaign=infoq_content&utm_source=infoq&utm_medium=feed&utm_term=Reliability-news <img src="https://res.infoq.com/news/2026/04/netflix-live-human-ops-scale/en/headerimage/header-1777364196733.jpeg"/><p>Netflix has introduced a "human infrastructure" layer to manage live broadcasts at scale. Using a low-latency "telemetry hot path" and a Live Operations Centre, the company now balances automated scaling with human oversight. This shift, which mirrors strategies at AWS and Disney+, focuses on maintaining reliability through expert intervention during high-concurrency global events.</p> <i>By Mark Silvester</i> Scaling Netflix Operations management Reliability Architecture DevOps Architecture & Design Development news Thu, 30 Apr 2026 08:10:00 GMT https://www.infoq.com/news/2026/04/netflix-live-human-ops-scale/?utm_campaign=infoq_content&utm_source=infoq&utm_medium=feed&utm_term=Reliability-news Mark Silvester 2026-04-30T08:10:00Z /news/2026/04/netflix-live-human-ops-scale/en