It seems actually that this is a Live Update notification developer.android.com/develop/ui/v...

Compared to a regular LLM answer, it offers:
- Up-to-date data
- More reliable information
- Links to sources for easy verification

@johnoreilly.dev from your experience how do you compare Koog with Google's ADK? Have you also tried other frameworks? What's the best you like so far?

There is actually documentation written about this, I just found out developer.android.com/develop/ui/c...

Ideally, animations wouldn't cause a recomposition as we should prioritize deferring state read, but the case in question can happen.

The only concern I'm aware of is if a composable gets recomposed frequently due to an animation, then the modifiers will be recreated and possibly causing a spike in memory allocation.

If you mean Junie, then yes I tried it briefly. I'm rooting for it, but compared to Claude Code or Cursor, it felt quite behind at the moment.
I'm sure the JetBrains folks are hard at work, and it's just a matter of time before they catch up.