Explore the tension between fast software workflows and expanding best practices in this conference talk from ACCU 2022. Delve into the value of releasing software to users, the importance of reducing work in progress, and the statistical justification for shipping small changes constantly. Examine the numerous steps in the software workflow, from design to release, and learn how to balance speed with quality. Discover mechanisms for comparing the value of pre-release defect detection and understand how these concepts relate to fundamental software engineering principles. Gain insights from Titus Winters, a Senior Staff Software Engineer at Google, as he shares his expertise in managing large-scale codebases and evolving foundational components using modern automation and tooling.