A software engineer is struggling to maintain a complex, monolithic prescriptive recommendation system built with XGBoost and Differential Evolution. The system's single repository contains all components, from data ingestion to post-processing, making it difficult to understand and update. The engineer faces daily challenges with generic and outdated documentation, leading to a constant need for "patches" and a feeling of being overwhelmed. AI
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