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  5. Presentation: How Netflix Shapes our Fleet for Efficiency and Reliability
Presentation: How Netflix Shapes our Fleet for Efficiency and Reliability
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Presentation: How Netflix Shapes our Fleet for Efficiency and Reliability

The speakers explain the inherent tension between service efficiency and reliability at Netflix's global scale. They share a mental model for "risk-adjusted net value," moving beyond simple CPU utilization to focus on capacity buffers.…

DevelopmentInfoQPublished: May 5, 2026
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GitHub has introduced a significant update to its CodeQL engine, enabling developers to define custom sanitizers and validators directly through "models-as-data," a move that simplifies how teams extend security analysis across their…

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