--- a/setup.py
+++ b/setup.py
@@ -844,16 +844,9 @@ class PyBuildExt(build_ext):
                         add_dir_to_list(dir_list, directory)
 
     def configure_compiler(self):
-        # Ensure that /usr/local is always used, but the local build
-        # directories (i.e. '.' and 'Include') must be first.  See issue
-        # 10520.
-        if not CROSS_COMPILING:
-            add_dir_to_list(self.compiler.library_dirs, '/usr/local/lib')
-            add_dir_to_list(self.compiler.include_dirs, '/usr/local/include')
         # only change this for cross builds for 3.3, issues on Mageia
         if CROSS_COMPILING:
             self.add_cross_compiling_paths()
-        self.add_multiarch_paths()
         self.add_ldflags_cppflags()
 
     def init_inc_lib_dirs(self):