If you use SonarCloud in your source repositories, you have to upgrade your Codebuild to use Coretto JDK 11; follow this CodeBuild JDK 11 how to.
Codebuild upgrade is the only required upgrade for now, so you don't have to upgrade your application. Please join #java-11-discussion if you also want to upgrade your application to Java 11 too. There are still a few things in pilot stage for that.
On August 7, sonarcloud reported that these projects are still using Java 8: