Unless the tweet is adding more context, I'd request the github link be used instead. I don't have Twitter and the user experience is extremely limited when you aren't logged in.
I'd be ok with twitter links if the tweet being linked to was also quoted in the description. That would make it useful to those of us who don't go to twitter.
