A slow network that turns out to be a duplex mismatch. An application that fails while ping succeeds, because of MTU on a tunnelled path. A VPN dropping every few minutes because rekeying and dead-peer detection are fighting a NAT timeout. A fault that only happens in one direction, because the return path doesn't match the forward path.