When a mobile app is ready to move from development into production, the stakes become higher each time a new build is moved. Delivering quality mobile apps while mitigating the risk of bugs in production brings its own challenges given the complexity of mobile app development and testing. To address this, companies need to integrate test tools and signals across pre-production and production market dynamics, adopting both shift-left and shift-right strategies for testing. This enables a holistic strategy for driving quality at speed, creating a continuous feedback loop that allows for optimal risk coverage early in the development lifecycle, gaining depth and visibility into the root cause of failures, and prioritizing errors that matter the most with full data and context. By leveraging DevOps test toolchains and connecting quality signals from coding to release, companies can create optimal risk coverage, continually build confidence in their software quality while improving release velocity and ultimately deliver the best possible digital experiences to users, every time.