Circular dependencies in Spring Boot occur when two beans depend on each other, causing issues during application startup. To resolve this, you can use the @Lazy annotation to defer bean creation or refactor the design to introduce a business layer. The business layer decouples services, facilitating cleaner interactions and improving maintainability.