Feature Throttling: The Art of Controlled Rollouts episode artwork

EPISODE · Jul 2, 2025 · 17 MIN

Feature Throttling: The Art of Controlled Rollouts

from The Product Leader's Playbook · host Sam Robertstad

In this episode, our AI hosts break down why modern product teams treat launches not as moments, but as systems. They dive into what Samsung’s Galaxy Note 7 disaster and Netflix’s phased rollout of user Profiles reveal about risk, validation, and execution.You’ll learn:Why the “big bang” launch model fails in complex environmentsHow Meta, Netflix, and Amazon use throttling to accelerate learningWhat infrastructure and organizational habits make feature gating workWhen not to throttle, and how to decideHow controlled rollouts improve confidence, reduce blast radius, and speed up iteration over timeIf you’ve ever shipped a feature and held your breath, this episode is for you.

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Feature Throttling: The Art of Controlled Rollouts

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This episode was published on July 2, 2025.

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In this episode, our AI hosts break down why modern product teams treat launches not as moments, but as systems. They dive into what Samsung’s Galaxy Note 7 disaster and Netflix’s phased rollout of user Profiles reveal about risk, validation, and...

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