AI prompt
Unsafe: “Reply to John at john@example.com about account ACC-8821.” Clean: “Reply to [CLIENT_CONTACT] at [EMAIL] about account [ACCOUNT_ID].”
Developer log
Unsafe: “Authorization: Bearer abc.def.ghi user=client@example.com.” Clean: “Authorization: Bearer [SECRET] user=[EMAIL].”
Structured data
Unsafe: {"email":"user@example.com","token":"live-secret"}. Clean: {"email":"[EMAIL]","token":"[SECRET]"}.
Image
Crop to the relevant interface, cover the account menu, email, ID, internal URL, and tabs with solid boxes, then export and inspect a new flattened image.