What strategy is most effective for ensuring the integrity of test data in automated tests?

  • Generating test data dynamically
  • Randomizing test data
  • Reusing the same test data for all test cases
  • Using hardcoded test data
Generating test data dynamically is an effective strategy for ensuring the integrity of test data in automated tests. Dynamic test data generation involves creating data on-the-fly during test execution, reducing dependencies on fixed datasets. This approach helps in achieving better test coverage and avoids potential issues associated with using hardcoded or static test data, ensuring that tests remain reliable and adaptable to changes in the application under test.
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