I don't understand a basic claim made in
this answer. If $F$ is continuous and is the distribution of $X$, then $P(X=x)=0$. The argument made is that $P(X\in (x-\delta,x+\delta))$ can be made as small as we want by shrinking $\delta$ from the definition of continuity of $F$. I don't see how.