I think there is a difference between architectural changes that would inhibit the overall performance of an application vs language specific optimizations like the article is referring to.

My comment re write-profile-optimize was geared towards the latter, i.e. using strconv is usually uglier to read than fmt.Sprintf, you probably should leave it alone unless you've profiled and found it to be a problem.