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This article discusses the potential use of AI in DevOps, specifically in reducing toil, adding value to the software development lifecycle, and increasing development velocity. It explores the use of Random Forests, a type of machine learning algorithm, to build a self-healing system for distributed systems environments. The article also compares Random Forests to other machine learning algorithms and highlights its advantages.