Actually, false positives with alarms are really, really bad - I will start to ignore them very quickly if they're not reliable indicators of an actual problem.
EDIT: If you have reasonable default tolerances or the ability to set tolerances on tasks, I'm pretty interested in trying it out - do you integrate or have plans to integrate with pagerduty, or do you simply fire off an email?