
Inconsistent Test Data in QA: How to Avoid It
You run the test suite, half passes, half fails. Then you run it again and… everything changes. Before long, nobody knows whether it’s a bug, environment instability, an external integration, or simply inconsistent test data. The team spends hours investigating and, worse, starts to lose trust in automation. Bad test data is, in practice, results



