The post discusses memory leaks caused by improperly handled keys in Java Collections, particularly HashMap. It illustrates how mutating keys leads to OutOfMemoryError and outlines steps for diagnosing such issues, including capturing and analyzing heap dumps. The solution involves preventing key mutation and employing diagnostic tools effectively.