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Why Test Data Is So Hard – and How We Solved It at PrizePicks

The universal problem with test data PrizePicks is a skill-based fantasy platform where users build and submit picks against player and game outcomes. Like many fast-growing companies, our quality control struggled to keep pace with the evolving complexities of our product features. More specifically, our automated end-to-

By Rajesh Mannuru 12 Aug 2026

Continuous Deployment for React Native When You Can't Break on Game Day

Continuously shipping a mobile app is not the same as shipping a website. This is our system of keeping bad deployments from becoming crises, and why the native layer makes it challenging. TL;DR * Shipping a mobile app continuously is a different problem than the web. The store gate, the

By Joel Kanzelmeyer 07 Jul 2026

One Front Door to Every Tool

TL;DR: * At PrizePicks, delivering a 6-star customer experience runs on data scattered across a dozen tools, and wrangling it is one of our biggest engineering challenges. Rigorous performance assessment and constant data collection are how we find experience bottlenecks and decide what to build next, but that signal

By Dhruv Methi 22 Jun 2026
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