Kirk shares a compelling case where garbage collection logs revealed that the real issue wasn't with the garbage collector itself, but rather with the application's memory inefficiency. By analyzing these logs, he emphasizes the importance of understanding workload and application behavior before diving into tuning efforts. This approach highlights the necessity of stepping back to view the bigger picture in performance optimization.