In many enterprise IT landscapes, load tests still run on data sets that are too small, too clean, or too far removed from production reality. The result is familiar: applications pass performance tests in pre-production, only to show bottlenecks, unstable runtimes, or unexpected locking behavior later under real business load.
Db2 data masking on z/OS is more than just copy procedures. It is about the controlled, consistent, and business-ready provisioning of sensitive test data without unnecessary
Test data management has become an integral part of modern software development. Which seven developments will shape 2026 and what this means for IT teams.
Kafka has become the central hub for event-driven applications in many organizations. As a result, testing requirements have evolved as well: it is no longer
In the first part of this series, the focus was on the current challenges of test data management: functionally demanding requirements, distributed data landscapes, data
Fast pipelines, automated tests, and short release cycles are now standard in many development teams. For this speed to actually work in day-to-day practice, however,
Why Test Data Significantly Impacts the Validity of Software Tests In many development teams, a familiar pattern emerges: a pull request is cleanly reviewed, automated
