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Full-stack experimentation: How not to screw it up

Research shows clear relationships between performance measures like Core Web Vitals and business metrics. Amazon found that a 100ms latency increase results in a 1% sales decrease, while Walmart discovered that a 1-second load time improvement leads to a 2% conversion increase. Google’s research revealed that when page load time increases from 1 second to […]

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Understanding Feature Experimentation

Feature experimentation is the systematic process of testing new features, designs, or experiences with a subset of users before full release. This approach allows teams to gather real-world data on how changes impact both user behavior and system performance. At its core, experimentation helps reduce guesswork. Instead of relying on assumptions, teams measure actual user […]