I'm curious, wondering if you could explicate why you feel starting from the query optimization end is key? I have my (amateur) guesses, but would love to hear

I'm curious, wondering if you could explicate why you feel starting from the query optimization end is key? I have my (amateur) guesses, but would love to hear your expert opinion.