Would you guys date someone that your friend likes?

I developed a crush on this guy, but I know my friend likes him so it doesn't feel right. When we were hanging out he seemed to be kind of flirty with me at some points too which worries me cause what if he likes me and not her? I'd feel bad. Is there a way where dating the guy is okay or do you think it's always a no no? Thanks :)
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