Keploy Blog

Tag: test data management

  • How to Reduce Test Maintenance Without Losing Coverage

    How to Reduce Test Maintenance Without Losing Coverage

    If your team spends more hours fixing tests than writing features, you already know the problem. You don’t need another lecture on "why testing matters." You need to reduce test maintenance without gutting your coverage, and you need it to actually stick past next sprint. Industry estimates put the scale of the problem in perspective:…

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    by

    Animesh Pathak
    in
  • Test Data Management: Complete Guide, Best Practices & Tools[2026]

    Test Data Management: Complete Guide, Best Practices & Tools[2026]

    Test data management (TDM) is the practice of creating, maintaining, and provisioning the data tests need in a controlled, reusable way, including generating realistic datasets, masking sensitive fields, and refreshing environments. One shortcut for API teams is Keploy, which derives test data and mocks directly from real traffic, so datasets mirror actual usage without manual…

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    by

    Animesh Pathak
    in