Annotation machinery

We've had a fair number of questions related to things changed after adding the annotation machinery. Most of the answers are pretty similar. Also this often ties into other things people may want to do (heterogenous computing, special resource allocation, etc.). It might be helpful to create some higher visibility content on this explaining what changed, how users should update existing code, and what new things they might now be able to do with annotations