diff --git a/conf/CMakeLists.txt b/conf/CMakeLists.txt
index e42216a9f..7ac7c9e15 100644
--- a/conf/CMakeLists.txt
+++ b/conf/CMakeLists.txt
@@ -1,12 +1,16 @@
 # Used only for internal testing.
-set(gz_library_path "${CMAKE_BINARY_DIR}/test/lib/ruby/gz/cmd${PROJECT_NAME}")
+set(gz_library_path "${CMAKE_BINARY_DIR}/test/lib/$<CONFIG>/ruby/gz/cmd${PROJECT_NAME}")
 
 # Generate a configuration file for internal testing.
 # Note that the major version of the library is included in the name.
 # Ex: sdformat0.yaml
 configure_file(
   "${PROJECT_NAME_NO_VERSION_LOWER}.yaml.in"
-    "${CMAKE_BINARY_DIR}/test/conf/${PROJECT_NAME}.yaml" @ONLY)
+  "${CMAKE_CURRENT_BINARY_DIR}/${PROJECT_NAME}.yaml.configured" @ONLY)
+
+file(GENERATE
+  OUTPUT "${CMAKE_BINARY_DIR}/test/conf/$<CONFIG>/${PROJECT_NAME}.yaml"
+  INPUT "${CMAKE_CURRENT_BINARY_DIR}/${PROJECT_NAME}.yaml.configured")
 
 # Used for the installed version.
 set(gz_library_path "${CMAKE_INSTALL_PREFIX}/lib/ruby/gz/cmd${PROJECT_NAME}")
diff --git a/sdf/CMakeLists.txt b/sdf/CMakeLists.txt
index 983e7804b..d243b028b 100644
--- a/sdf/CMakeLists.txt
+++ b/sdf/CMakeLists.txt
@@ -50,7 +50,7 @@ if (GZ_PROGRAM)
     add_custom_command(
       OUTPUT ${CMAKE_CURRENT_BINARY_DIR}/full_${desc_ver_dash}.sdf
       COMMAND
-        ${CMAKE_COMMAND} -E env GZ_CONFIG_PATH=${CMAKE_BINARY_DIR}/test/conf
+        ${CMAKE_COMMAND} -E env GZ_CONFIG_PATH=${CMAKE_BINARY_DIR}/test/conf/$<CONFIG>
         ${GZ_PROGRAM}
       ARGS sdf -d ${desc_ver} > ${CMAKE_CURRENT_BINARY_DIR}/full_${desc_ver_dash}.sdf
       COMMENT "Generating full description for spec ${desc_ver}"
diff --git a/src/CMakeLists.txt b/src/CMakeLists.txt
index feab8e716..0757017d2 100644
--- a/src/CMakeLists.txt
+++ b/src/CMakeLists.txt
@@ -61,6 +61,10 @@ if (BUILD_TESTING)
       XmlUtils.cc)
   endif()
 
+  if(TARGET UNIT_gz_TEST)
+    target_compile_definitions(UNIT_gz_TEST PUBLIC "-DDETAIL_GZ_CONFIG_PATH=\"${CMAKE_BINARY_DIR}/test/conf/$<CONFIG>\"")
+  endif()
+
   if (TARGET UNIT_FrameSemantics_TEST)
     target_sources(UNIT_FrameSemantics_TEST PRIVATE FrameSemantics.cc Utils.cc)
     target_link_libraries(UNIT_FrameSemantics_TEST TINYXML2::TINYXML2)
@@ -126,6 +130,4 @@ target_include_directories(${PROJECT_LIBRARY_TARGET_NAME}
     ${CMAKE_CURRENT_SOURCE_DIR}
 )
 
-if(NOT WIN32)
-  add_subdirectory(cmd)
-endif()
+add_subdirectory(cmd)
diff --git a/src/cmd/CMakeLists.txt b/src/cmd/CMakeLists.txt
index 0c4c1a2f0..a869d5fca 100644
--- a/src/cmd/CMakeLists.txt
+++ b/src/cmd/CMakeLists.txt
@@ -2,8 +2,10 @@
 # Generate the ruby script for internal testing.
 # Note that the major version of the library is included in the name.
 # Ex: cmdsdformat0.rb
-set(cmd_script_generated_test "${CMAKE_BINARY_DIR}/test/lib/ruby/gz/cmd${PROJECT_NAME}.rb")
-set(cmd_script_configured_test "${cmd_script_generated_test}.configured")
+set(cmd_script_generated_test 
+  "${CMAKE_BINARY_DIR}/test/lib/$<CONFIG>/ruby/gz/cmd${PROJECT_NAME}.rb")
+set(cmd_script_configured_test 
+  "${CMAKE_CURRENT_BINARY_DIR}/test_cmd${PROJECT_NAME}.rb.configured")
 
 # Set the library_location variable to the full path of the library file within
 # the build directory.
@@ -24,8 +26,8 @@ file(GENERATE
 # Generate the ruby script that gets installed.
 # Note that the major version of the library is included in the name.
 # Ex: cmdsdformat0.rb
-set(cmd_script_generated "${CMAKE_CURRENT_BINARY_DIR}/cmd${PROJECT_NAME}.rb")
-set(cmd_script_configured "${cmd_script_generated}.configured")
+set(cmd_script_generated "${CMAKE_CURRENT_BINARY_DIR}/$<CONFIG>/cmd${PROJECT_NAME}.rb")
+set(cmd_script_configured "${CMAKE_CURRENT_BINARY_DIR}/cmd${PROJECT_NAME}.rb.configured")
 
 # Set the library_location variable to the relative path to the library file
 # within the install directory structure.
diff --git a/src/gz_TEST.cc b/src/gz_TEST.cc
index a7c5cacdd..72ff7e5cb 100644
--- a/src/gz_TEST.cc
+++ b/src/gz_TEST.cc
@@ -36,6 +36,9 @@
   #define pclose _pclose
 #endif
 
+// DETAIL_GZ_CONFIG_PATH is compiler definition set in CMake.
+#define GZ_CONFIG_PATH DETAIL_GZ_CONFIG_PATH
+
 static std::string SdfVersion()
 {
   return " --force-version " + std::string(SDF_VERSION_FULL);
diff --git a/test/test_config.hh.in b/test/test_config.hh.in
index a84d1cddd..8e025d922 100644
--- a/test/test_config.hh.in
+++ b/test/test_config.hh.in
@@ -18,7 +18,6 @@
 #ifndef SDF_TEST_CONFIG_HH_
 #define SDF_TEST_CONFIG_HH_
 
-#define GZ_CONFIG_PATH "@CMAKE_BINARY_DIR@/test/conf"
 #define GZ_PATH "@GZ_PROGRAM@"
 #define GZ_TEST_LIBRARY_PATH "${PROJECT_BINARY_DIR}/src:"\
   "@GZ-MSGS_LIBRARY_DIRS@:"