A development team needs realistic customer data but must not receive production identity values. The application does not need to recover those original identities. Which approach best fits?

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  1. Give developers the production decryption keys for convenience
  2. Provide a suitably anonymized or synthetic dataset and validate reidentification risk
  3. Copy production data and rename its storage bucket
  4. Remove the database password but retain every personal field

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