Blog
Insights, guides, and updates about digital privacy.
Development
Localisation Testing Across Borders: Why Single-Country Test Data Guarantees Production Failures Abroad
The registration form worked in the US. The invoicing system generated correct documents. Then the company expanded to Germany and a customer named Muller saw 'M?ller' on their invoice. Single-country test data hides these failures until real users find them.
Development
Populating Development Environments with Synthetic Data: A Field Guide to Replacing Placeholder Records
Fifty rows of 'John Doe' at '123 Main Street' make the application look functional. Then a QA engineer enters a name with an accented character and the profile page breaks. Placeholder data doesn't find those bugs. Realistic data does.
Development
Using Production Data in Test Environments Probably Violates GDPR. Here Is the Alternative.
A developer copies the production database to staging. Now the staging server - with shared SSH keys, no audit logging, and an intern's credentials - holds every customer's PII. That's a GDPR problem nobody budgeted for.
Development
QA Testing with Synthetic Profiles: Why Realistic Data Finds Bugs That Placeholders Miss
Placeholder test data is a comfort blanket. It makes your test suite green while hiding the bugs that only appear when real users with real names and real addresses hit your registration form.
Development
Database Seeding with Synthetic Data: Why Staging Environments Full of 'Test User' Catch Nothing
Placeholder data hides bugs. Production snapshots leak customer records. Synthetic seeding gives staging environments the realism of production without the compliance risk.
You might also find answers in our FAQ or contact us.