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With Open-Source projects being built thousands of times by developers and CI machines every day, making informed decisions about where to put the attention to accelerate build and test feedback cycles and increase the stability of the build process requires deep, holistic data from which actionable insights can be derived. You will learn how Develocity aggregates the build data captured from dozens of Apache, Spring, Micronaut, and soon Eclipse projects and 50k builds every week, surfacing interesting and oftentimes surprising insights about how these projects are built and how the building of the software can be improved on CI and developer machines.