This PDF advocates for data-driven delivery to replace the burnout-inducing “feature factory” mindset, which prioritizes speed over meaningful impact. It argues that engineering teams must learn from every release by integrating analytics with feature delivery, enabling continuous improvement. Amplitude’s platform supports seamless instrumentation, trustworthy measurement, and deep insights, helping teams eliminate technical debt and maximize user value. The guide emphasizes the importance of strategic thinking, agile execution, and governance while showcasing how MySwimPro improved experimentation velocity and ARPU by 70% through Amplitude-driven development.

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