No communication occurs to serve your 2fa code - it's a time based 2fa protocol.
A lot of people here are complacent when it comes to phishing because they believe "I am a big overpaid technical person on Hackers News, I am not dumb enough to fall for suspicious links unlike those dumb unwashed masses" but as most security people know, the sort of mass phishing attempts your grandma receives are relatively low effort compared to actual targeted spear phishing. A dedicated phishing attempt won't have broken English, CSS styling issues, weird punycode etc. It would be practically indistinguishable from the real thing unless you were specifically looking for it.