Abstract: Systems, methods, and computer program products for testing new software are provided. Multiple payloads that correspond to scenarios in a production computing environment are identified. From the multiple payloads unique payloads are identified. User data that corresponds to the unique payloads is created. A first testing environment conducts a test using software components in the production environment, the unique payloads, and the user data to generate expected results. A second testing environment conducts a test using new software that replaces at least one of the software components in the production environment, the unique payloads, and the user data, to generate actual results. The one or more attributes in the expected results are compared to the one or more attributes in the actual results to determine if the new software causes an error.

Abstract: Systems, methods, and computer program products for testing new software are provided. Multiple payloads that correspond to scenarios in a production computing environment are identified. From the multiple payloads unique payloads are identified. User data that corresponds to the unique payloads is created. A first testing environment conducts a test using software components in the production environment, the unique payloads, and the user data to generate expected results. A second testing environment conducts a test using new software that replaces at least one of the software components in the production environment, the unique payloads, and the user data, to generate actual results. The one or more attributes in the expected results are compared to the one or more attributes in the actual results to determine if the new software causes an error.

Abstract: An application running on a user device may communicate with a server application. The server application may track user actions on the device. The user actions may be transmitted from the user device to the server application using data packets. Each data packet may include header information and information regarding one or more user actions (the “batch”). The number of user actions to include in each batch may be determined by the OS, by the application, by the user, by the network, the number of actions in the batch, the size of the data in the batch, the time elapsed between the first and last action in the batch, or any suitable combination thereof. A communication server may recognize a batch data packet and divide it into individual data packets.