i just gave the k8s example to show that we wont be able to find root cause of every issue.

our snapshots give evidence, whether or not its helpful is determined by the engineer/ai agent

I'm not saying every issue would be diagnosed this way, sometimes, it might well be beyond your control like a VM on a noisy neighbour hogging shared CPU

we might get things wrong as well.