Database update logic benefits from clear separation of concerns with intent-revealing functions and parameterized queries to prevent SQL injection. Using transactions ensures data integrity for complex updates. SQLite’s RETURNING clause improves efficiency. Unit testing with in-memory databases verifies update behavior.