Lets list out some things to consider when looking to scale and some possible ways to overcome them.
To start off the conversation here are a couple items from the mailing list discussion:
- Uploaded media files (WP stores files in a local install dir that is not easily changable)
- Updates to plugins and core
- Adding additional databases
- Load balancers
- Caching solutions