In his latest post Pádraic Brady talks about lies, damned lies and code coverage and how that relates to something called "mutation testing."
I spent the vast majority of 2014 not contributing to open source, so I kicked off 2015 by making Humbug available on Github. Humbug is a Mutation Testing framework for PHP. Essentially, it injects deliberate defects into your source code, designed to emulate programmer errors, and then checks whether your unit tests notice. If they notice, good. If they don’t notice, bad. All quite straightforward. [...] This article however is mostly reserved to explain why I wrote Humbug, and why Mutation Testing is so badly needed in PHP. There’s a few closing words on Mutation Testing performance which has traditionally been a concern impeding its adoption.
He starts off by talking about the idea of "code coverage" when it comes to writing unit tests...and how 100% coverage usually ends up being a lie. He points out that the current methods of line-based coverage metrics can lead to false results and that it's more about test quality rather than volume of tests. He then moves into talking about mutation testing and where it fits in the test quality puzzle. Finally, he mentions one thing to watch out for when trying out mutation testing and the performance jump (longer, not shorter) it can introduce into your testing cycle.