| CPC G06F 8/30 (2013.01) | 20 Claims | 

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               1. A system comprising: 
            a communications unit; 
                a storage unit storing instructions; and 
                at least one processor coupled to the communications unit and the storage unit, the at least one processor being configured to execute the instructions to: 
              receive a first autonomous vehicle (AV) bot script that when executed by a first computing system causes the first computing system to generate a first set of AV messages for a first cloud service of a set of cloud services; 
                  receive reference data associated with the first cloud service, the reference data including data identifying and characterizing a first set of cloud messages outputted from the first cloud service and for a simulated AV based on the first set of AV messages; 
                  receive configuration data identifying at least a first variable of a set of adjustable variables of a simulated AV, a first value of a set of values associated with the first variable, and the first cloud service; 
                  generate a second AV bot script based on the configuration data and the first AV bot script, the second AV bot script, when executed by the first computing system, causes the first computing system to generate a second set of AV messages for the first cloud service; 
                  receive cloud output data associated with the first cloud service, the cloud output data including data identifying and characterizing a second set of cloud messages outputted from the first cloud service and for the simulated AV based on the second set of AV messages; and 
                  determine one or more differences between the cloud output data and the reference data and generate first differential data identifying and characterizing the one or more determined differences. 
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