Comment by wubrr

I mean, in your example you just have an incomplete test suite. (Though writing a complete one is often unrealistic)

While understanding algorithms and data structures is important, the only way you really know how well it works, and how well it's implemented is by thoroughly testing it. There are an infinite amount of clever algorithms out there with terrible implementations.

You need both.