The problem with feature detection (normally referred to as configuration probing), at least the way it's done in ./configure and similar, is that it relies on compiling and potentially linking (and sometimes even running, which doesn't work when cross-compiling) of a test program and then assuming that if compilation/linking fails, then the feature is not available.
But the compilation/linking can fail for a myriad of other reasons: misconfigured toolchain, bug in test, etc. For example, there were a bunch of recent threads on this website where both GCC and Clang stopped accepting certain invalid C constructs which in turn broke a bunch of ./configure tests. And "broke" doesn't mean you get an error, it means your build now thinks the latest Fedora and Ubuntu all of a sudden don't have strlen().