Abstract: One example method includes receiving a code request, parsing code associated with the code request, storing, in a staging database, a portion of the code, traversing a codebase to identify any code in the codebase that matches the portion of the code, and when code is found in the codebase that matches the portion of the code, incrementing a green count and pushing the portion of the code to a redundant code bin, and when no code is found in the codebase that matches the portion of the code, incrementing a red counter and updating the codebase to include the portion of the code.

Abstract: One example method includes discovering a mapping of software components to source files, mapping code changes of a software build to the software components, collecting metric data for test cases, and based on the mapping, and the collecting, selecting a test set, which may include one or more test cases, that covers all the code changes so that when one or more tests of the test case are run, the tests operate to test all the code changes.

Abstract: A self-guided troubleshooting guide generation method includes: receiving a first assistance request from the user; in response to receiving the first assistance request, scanning a first user interface (UI) through which the first assistance request is transmitted and extracting text from the first UI; parsing the extracted text and identifying an error message in the extracted text; comparing, after the identifying, the error message to data stored in an assistance request database; and generating, based on the comparing, solution information for resolving the error message and displaying the solution information on a display displaying the first UI.

Abstract: One example method includes receiving a code request, parsing code associated with the code request, storing, in a staging database, a portion of the code, traversing a codebase to identify any code in the codebase that matches the portion of the code, and when code is found in the codebase that matches the portion of the code, incrementing a green count and pushing the portion of the code to a redundant code bin, and when no code is found in the codebase that matches the portion of the code, incrementing a red counter and updating the codebase to include the portion of the code.

Abstract: Systems, methods, and non-transitory computer-readable media can initiate a messaging session with an interviewer, the messaging session associated with a scheduled interview to be conducted by the interviewer. A message is received in the messaging session from the interviewer. A pre-defined function is automatically performed based on the message.

Abstract: Systems, methods, and non-transitory computer-readable media can initiate a messaging session with an interviewer, the messaging session associated with a scheduled interview to be conducted by the interviewer. A message is received in the messaging session from the interviewer. A pre-defined function is automatically performed based on the message.

Abstract: A method and system for test automation framework for backup and recovery applications is described. Initial data states are prepared for corresponding system components for a test host. A backup and recovery application is executed to store backup copies corresponding to the system components to a storage device. The initial data states are modified to modified data states corresponding to the system components. The backup and recovery application is executed to recover the backup copies from the storage device. The test host is rebooted based on recovering the backup copies. A comparison is output, via an output device, of the system components in the test host to the initial data states.

Abstract: A computer-implemented method, apparatus, and system for creating directory services is described for testing a software application that accesses directory services and comprises receiving a configuration file specifying identification parameters and configuration parameters for configuring directory services, automatically generating a plurality of directory service processing instructions based upon the plurality of identification and configuration parameters in the configuration file, executing the plurality of directory service processing instructions to perform operations to set up directory services without requiring a user to manually provide parameters to set up the directory services, and executing a software application access a storage system using the directory services, including evaluating operations performed by the software application.