It's as if they internalized a post-mortem process that is designed to find root causes, but they use it to shift blame into others, and they literally let the agent be a sandbag for their frustrations.

THAT SAID, it does help to let the agent explain it so that the devs perspective cannot be dismissed as AI skepticism.

No, the only way to know what the agent did is logs.