Two things I love about agent-native analytics, and I think they get right way more than Grafana ever has:
1: The first is that it ships with an actual super-rich dashboard that doesn't require any configuration on the user's side. You get basically a full Prometheus node exporter dashboard AND application analytics right out of the box.
In fact, it's the first thing that opens when you first open the application, and that's just fantastic.
2: The second thing that I really love, and this is the more important one, is that agent-native analytics is exactly what it says. On an architectural and fundamental level, it integrates AI into the software in a way the Grafana assistant never could. So you can do things with it, like not only introspect into dashboards and help it analyze situations like, "Why is this P95 like this?"
But you can also just prompt it to add new dashboards or modify any panels or dashboards in any way you want, just by writing a prompt in the sidebar. That's huge.
I made a video walking through it all here: