I definitely got a spike of imposter syndrome thinking, of fuck I've been in software this long and haven't learned this yet?!

For modern databases, the extra normalisation is an incremental optimisation that you usually won't need.

But I think she's if anything been in the industry longer than I have and the versions of mysql I first ran in production were a different story.