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Uber engineer Dhruva Juloori detailed SubmitQueue, the company's merge queue that keeps mainlines green across six monorepos handling 65,000+ monthly changes from 4,500+ engineers. Using binary speculation trees, conflict analysis and machine learning to predict build success, it cut CI resource usage by 53% and accelerated PR landing times by 37%.
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