I feel like we need an "anti-tip" in the "Performance Tips" section, explaining that f(x::Int) = x+1 is no faster than f(x) = x +1, and is less useful because it is less generic.
This has got to be the most common confusion about Julia performance, and is very natural for people coming from other languages.