As we found out a couple of years ago, masking can bite you.

We were testing a new release of a recently developed system using
data where the client's name was scrambled to a bunch of random
characters.  The testing went smoothly, and the new release went into
production.

It was not until we were running in production that we realized that
one of the screens was transposing the client's first name and surname
on the data base.  The error had gone unnoticed by the programmer and
the testing / QA teams simply because the scrambled names lacked the
visual cues that made the problem obvious once real names were used.

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