I don't think knowing about big O notation (or really much cs theory) is a requirement for reasoning about this particular case. "network/sql calls are slow" an

I don't think knowing about big O notation (or really much cs theory) is a requirement for reasoning about this particular case. "network/sql calls are slow" and "don't do the same work multiple times when it isn't necessary" would be enough.