Managing dependencies and imports in a Flask application with blueprints is crucial to prevent circular imports. Use application factories for app creation, import extensions from a central module, and utilize absolute imports for models. Defer imports inside functions when necessary and maintain clear module responsibilities to enhance clarity and organization.