I use the phrase "drive-by review" frequently too. As a senior engineer, I worry about doing drive-bys myself. Sometimes my gut tells me something is not quite right about the project, but I just don't know enough about the problem domain or technology/architecture choices to advise definitively.

In this case, I try to question the project owners on their assumptions and whether they have validated them. Usually this line of questioning reveals whether they have "done their homework".