Random bad-verification-code error on GitHub OAuth App

We are using login with GitHub feature extensively. Currently, people are signing up at a rate of 20-30 users/hour.

We are currently facing random bad-verification-code error at a peak rate of 30%. This issue is likely from GitHub.

Anyone faced or facing this?

I have confirmed that we are not hitting primary and/or secondary rate-limits on GitHub.