How do you set technical direction for a data science team? How do you balance standardization with flexibility for individual project needs?

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Setting technical direction shapes how a team approaches problems and builds solutions over time. Good technical direction creates consistency and leverage while bad direction constrains unnecessarily or imposes overhead without benefit.