The blog post discusses how Java unit testing can be leveraged as a debugging tool to effectively identify and resolve logic errors. It emphasizes the importance of writing comprehensive test cases that not only verify the correctness of code but also assist in pinpointing the source of bugs. By integrating testing into the development process, developers can enhance code reliability and maintainability.