When comparing complex object graphs in Java, hash codes can sometimes be misleading due to the order of objects. The "DeepEquals" utility from the java-util GitHub project can help by providing a detailed comparison of object graphs and highlighting differences. This can be particularly useful in ensuring semantic equality. For more information, you can refer to the java-util GitHub project.