For AppCompat it is important to read the setup instructions for every release. Google sometimes changes important things in the support libraries (like in this case they introduced vector drawables which need special Build Tools version to get them work on Android <5.0) and I try to keep the installation instructions up to date as good as possible.
Unfortunately I can't read all questions in the questions forum anymore so I sometimes miss AppCompat related questions.