Not to sound like I walked uphill in both directions back in my day or something, but I remember building models in numpy without pandas. It was tedious -- and that's just a nice API wrapping ndarrays!
Not really. I see things like leftpad and npm fails and CEOs mailing private keys they've stored from customers. I see the same lessons we have have to re-learn year after year.
