I remember one time we had to provide some important numbers to auditors. A data analyst on the team wrote some queries to collect this information, but my manager decided to write his own queries independently as a consistency check. The numbers didn’t match at all.

So he asked me to write my own queries as well to see who was right. Lo and behold, my numbers didn’t match either of theirs at all.