Why this matters
Real customer data is not always necessary to reproduce an application problem.
Step by step
- Identify the fields and file types required for the test and which values can be synthetic.
- Prepare clearly marked examples without personal information, live payment credentials or production secrets.
- Verify the test still reproduces the relevant behaviour and cannot trigger unintended real transactions.
Keep the result of the final check and any unresolved question with your project records.
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