Still have problems with Java versions, Java security policies (encryption strength, etc, that you manually have to add files to your JDK/JRE to work), external dependencies, etc.

We use Java, Maven, JBoss + Ear/War deployments. And "Works on my Box" is one of the most frustrating problems we have. This is one of the reasons we're pushing toward Docker.