Maintaining a sane database involves a holistic approach to data integrity, consistency, and performance. Key practices include implementing foreign key constraints, creating indexes on frequently queried columns, and ensuring regular maintenance. Data normalization and logging changes are crucial for efficiency and troubleshooting. Automated tests validate migrations and constraints.