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Testing
Get real user data out of my test and staging environments
Finds production data copied into test fixtures and staging databases and replaces it with safe synthetic data.
Free Prompt
What This Does / How This Helps
Finds production user data sitting in your tests and staging, replaces it with synthetic data, and sets the policy that keeps it out. Copying the production database to staging is the move everyone makes once. Then the staging site has no rate limiting, a debug toolbar on, and every customer's email address, and it is one forgotten environment variable away from emailing all of them a test message. Test fixtures get committed to the repo and now user data is in git history forever. The prompt inventories the exposure, builds realistic synthetic fixtures, writes an anonymization path for when you truly need production-shaped data, and handles the git history cleanup if the damage is already done.
Want to skip doing this by hand?
Fortivibe audits your app for all of the areas these prompts cover (and more).