Luke Daley
Luke Daley
Principal Executive

How we Built Predictive Test Selection

Topic Time & Date: TBD

Learn how Gradle created and productized a machine learning system that intelligently skips irrelevant tests from scratch. Also, find out about the company’s biggest challenges and how teams overcame them. Some included issues related to product planning, raw data collection, model selection, flaky test handling, dogfooding, and getting to production. This insightful talk is designed to inform developer productivity enthusiasts and data scientists, especially as ML is applied to more engineering tools.

About Luke

Luke Daley is a Principal Executive with a penchant for building developer tools and improving developer productivity. Over the last decade he has helped build Gradle Build Tool ( and Gradle Enterprise (, along with the Gradle Inc. organisation.