At this point in the Handler run, metrics have already been submitted via `emit_metrics_to_datadog` (newly refactored) method, followed by the Event with the stats.
After those have been submitted, we try to tag the host. At this point, the handler will fail with no app key - however this should not affect the overall Chef run.