Google Cloud Tasks offer a good solution for controlling workflows in our backend infastructure, increasing load peaks resilency while keeping costs controlled. Such a powerful solution requires a careful configuration to properly work, specially when dealing with task retrying policy. This feature is basically controlled by a set of properties described in the Google Cloud documentation and quickly described here: minBackoff : Elapsed time in seconds, from the initial task execution, that defines the lower limit of the incremental retry time window. The first retry will occur minBackoff seconds after the initial task execution. maxBackoff : Elapsed time in seconds, from the initial task execution, that defines the higher limit of the incremental retry time window. After reaching maxBackoff the retry time will not increment, and retries will occur every maxBackoff seconds. maxDoublings : Number of times that minBackoff will be doubled (multiplied by two) in order to ...