I think it's important to separate patterns from aesthetics. Patterns help us understand a new interface for sure, but aligned aethetics start to look mundane. That's why I was specifically calling out the color usage and typefaces.

I actually think the other things that Jim mentioned, such as the async task gradient / standard sidebar for agents are good things.