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Automated data management allows us to keep track of every change in the database, which helps debug production problems. Using CI/CD to manage data is the only way to properly perform data management. The role of the DBA is now free to focus on value-add work that’s far more engaging, like: Monitoring and optimizing database engine performance. Automated migration tools are many tools for data management and migration tools for other tools for change or update data. The author suggests that keeping the database schematics updated as part of the delivery or deployment process.