Implementations include identifying, from a database of entries reflecting past automated assistant commands submitted within a threshold amount of time relative to a current time, particular entries that each reflect corresponding features of a corresponding user submission of a particular command. Further, those implementations include determining that the particular command is a golden command, for a particular automated assistant function, responsive to determining that: at least a threshold percentage of the user submissions of the particular command triggered the particular automated assistant function, and a quantity of the user submission of the particular command satisfies a threshold quantity. Those implementations further include, responsive to determining that the particular command is currently the golden command: processing a stream of current occurrences of submissions of the particular command to determine whether the particular automated assistant function is triggered; and when the processing indicates that a threshold quantity and/or percentage of the current occurrences fails to satisfy a potential problem threshold: causing one or more electronic alerts to be transmitted.