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Dealing with a messy prescriptive monolith. How do you survive this? [D]

Via r/MachineLearning
Friday, Jun 19, 2026 · 4:02PM
Summary

Months ago, I got my first maintenance project. Before this, I had only built new solutions from scratch and maintained my own code. But maintaining someone else's system feels completely different. ​ ​It’s a prescriptive recommendation system that uses XGBoost models and Differential Evolution for

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