The post discusses a memory leak issue in a Java application running on AWS that caused unresponsiveness after a few hours. Using the yCrash tool, the problem was traced to an anonymous inner class that failed to stop a thread under certain exceptions. The solution involved moving the thread termination code to a 'finally' block, resolving the issue.