diff --git a/CMakeLists.txt b/CMakeLists.txt
index d56905ee..903265b5 100644
--- a/CMakeLists.txt
+++ b/CMakeLists.txt
@@ -66,6 +66,10 @@ endif ()
 
 option(SPROKIT_ENABLE_TESTING "Build tests" OFF)
 if (SPROKIT_ENABLE_TESTING)
+  include("${sprokit_source_dir}/conf/sprokit-macro-tests.cmake")
+  include("${sprokit_source_dir}/cmake/support/test.cmake")
+  set(CTEST_NEW_FORMAT ON)
+
   include(CTest)
 
   add_subdirectory(tests)
diff --git a/cmake/snippets/configuration.cmake b/cmake/snippets/configuration.cmake
index 30add68b..13e7350a 100644
--- a/cmake/snippets/configuration.cmake
+++ b/cmake/snippets/configuration.cmake
@@ -4,6 +4,12 @@
 #  "SPROKIT_CONFIGURATION=\"$<CONFIGURATION>\""
 #  "SPROKIT_CONFIGURATION_L=L\"$<CONFIGURATION>\"")
 
+if (DEFINED CMAKE_BUILD_TYPE)
+  set_property(CACHE CMAKE_BUILD_TYPE
+    PROPERTY
+      STRINGS "Release;Debug;RelWithDebInfo;MinSizeRel")
+endif ()
+
 # XXX(cmake): 2.8.12
 foreach (config IN LISTS CMAKE_CONFIGURATION_TYPES)
   string(TOUPPER "${config}" upper_config)
diff --git a/cmake/snippets/flags-gnu.cmake b/cmake/snippets/flags-gnu.cmake
index e31e5c03..be95a403 100644
--- a/cmake/snippets/flags-gnu.cmake
+++ b/cmake/snippets/flags-gnu.cmake
@@ -96,16 +96,28 @@ if (SPROKIT_ENABLE_WERROR)
   sprokit_want_compiler_flag(-Werror)
 endif ()
 
-cmake_dependent_option(SPROKIT_ENABLE_CLANG_CATCH_UNDEFINED_BEHAVIOR "Use clang to flag undefined behavior" OFF
-  sprokit_using_clang OFF)
-if (SPROKIT_ENABLE_CLANG_CATCH_UNDEFINED_BEHAVIOR)
+option(SPROKIT_ENABLE_CATCH_UNDEFINED_BEHAVIOR "Flag undefined behavior" OFF)
+if (SPROKIT_ENABLE_CATCH_UNDEFINED_BEHAVIOR)
   sprokit_want_compiler_flag(-fcatch-undefined-behavior)
 endif ()
 
-option(SPROKIT_ENABLE_ASAN "Enable address sanitization" OFF)
+cmake_dependent_option(SPROKIT_ENABLE_ASAN "Enable address sanitization" OFF
+  "NOT SPROKIT_ENABLE_TSAN" OFF)
+cmake_dependent_option(SPROKIT_ENABLE_TSAN "Enable thread sanitization" OFF
+  "NOT SPROKIT_ENABLE_ASAN" OFF)
+option(SPROKIT_ENABLE_UBSAN "Enable undefined behavior sanitization" OFF)
+
 if (SPROKIT_ENABLE_ASAN)
-  sprokit_check_compiler_flag(sprokit_warnings -fsanitize=address)
-  sprokit_check_compiler_flag(sprokit_warnings -fno-omit-frame-pointer)
+  sprokit_want_compiler_flag(-fsanitize=address)
+  sprokit_want_compiler_flag(-fno-omit-frame-pointer)
+endif ()
+
+if (SPROKIT_ENABLE_TSAN)
+  sprokit_want_compiler_flag(-fsanitize=thread)
+endif ()
+
+if (SPROKIT_ENABLE_UBSAN)
+  sprokit_want_compiler_flag(-fsanitize=undefined)
 endif ()
 
 option(SPROKIT_ENABLE_COVERAGE "Build with coverage testing" OFF)
diff --git a/cmake/snippets/flags.cmake b/cmake/snippets/flags.cmake
index 8fa703e6..50f8fe37 100644
--- a/cmake/snippets/flags.cmake
+++ b/cmake/snippets/flags.cmake
@@ -32,7 +32,7 @@ function (sprokit_want_compiler_flag flag)
 
   check_cxx_compiler_flag("${flag}" "have_compiler_flag-${safeflag}")
 
-  if ("have_compiler_flag-${safeflag}")
+  if (have_compiler_flag-${safeflag})
     sprokit_add_flag("${flag}" ${ARGN})
   endif ()
 endfunction ()
diff --git a/cmake/support/test.cmake b/cmake/support/test.cmake
index 39567e43..edfd6033 100644
--- a/cmake/support/test.cmake
+++ b/cmake/support/test.cmake
@@ -18,6 +18,29 @@ function (_sprokit_declare_tool_group tool)
     ${tool})
 endfunction ()
 
+foreach (sanitizer ASAN TSAN UBSAN)
+  set("SPROKIT_SANITIZER_OPTIONS_${sanitizer}" ""
+    CACHE STRING "Options to set for ${sanitizer}")
+  mark_as_advanced("SPROKIT_SANITIZER_OPTIONS_${sanitizer}")
+endforeach ()
+
+set(memcheck_type "Valgrind")
+set(sanitizer_options "")
+if (SPROKIT_ENABLE_ASAN)
+  set(memcheck_type "AddressSanitizer")
+  set(sanitizer_options "${SPROKIT_SANITIZER_OPTIONS_ASAN}")
+elseif (SPROKIT_ENABLE_TSAN)
+  set(memcheck_type "ThreadSanitizer")
+  set(sanitizer_options "${SPROKIT_SANITIZER_OPTIONS_TSAN}")
+elseif (SPROKIT_ENABLE_UBSAN)
+  set(memcheck_type "UndefinedBehaviorSanitizer")
+  set(sanitizer_options "${SPROKIT_SANITIZER_OPTIONS_UBSAN}")
+endif ()
+set(MEMORYCHECK_TYPE "${memcheck_type}"
+  CACHE INTERNAL "Memory tool expected to be used")
+set(MEMORYCHECK_SANITIZER_OPTIONS "${sanitizer_options}"
+  CACHE INTERNAL "Options for the enabled sanitizer")
+
 if (VALGRIND_EXECUTABLE)
   set(sprokit_valgrind_arguments)
 
diff --git a/conf/dashboard.ctest.in b/conf/dashboard.ctest.in
index f8dbb396..1263f526 100644
--- a/conf/dashboard.ctest.in
+++ b/conf/dashboard.ctest.in
@@ -39,7 +39,9 @@ set(CTEST_BUILD_NAME_BASE "@CDASH_BUILD_NAME@")
 set(SPROKIT_ENABLE_COVERAGE "@SPROKIT_ENABLE_COVERAGE@")
 
 set(CTEST_COVERAGE_COMMAND "@GCOV_EXECUTABLE@")
-set(CTEST_MEMORYCHECK_COMMAND "@VALGRIND_EXECUTABLE@")
+set(CTEST_MEMORYCHECK_TYPE "@MEMORYCHECK_TYPE@")
+set(CTEST_MEMORYCHECK_SANITIZER_OPTIONS "@MEMORYCHECK_SANITIZER_OPTIONS@")
+set(CTEST_VALGRIND_COMMAND "@VALGRIND_EXECUTABLE@")
 
 ###############################################################################
 
@@ -178,28 +180,31 @@ ctest_configure()
 ctest_build()
 ctest_test()
 
-if (WITH_MEMCHECK AND CTEST_MEMORYCHECK_COMMAND)
-  set(valgrind_arguments)
+if (WITH_MEMCHECK)
+  if (CTEST_MEMORYCHECK_TYPE STREQUAL "Valgrind" AND CTEST_VALGRIND_COMMAND)
+    set(valgrind_arguments)
 
-  list(APPEND valgrind_arguments
-    "--quiet")
-  list(APPEND valgrind_arguments
-    "--leak-check=yes")
-  list(APPEND valgrind_arguments
-    "--show-reachable=yes")
-  list(APPEND valgrind_arguments
-    "--num-callers=50")
+    list(APPEND valgrind_arguments
+      "--quiet")
+    list(APPEND valgrind_arguments
+      "--leak-check=yes")
+    list(APPEND valgrind_arguments
+      "--show-reachable=yes")
+    list(APPEND valgrind_arguments
+      "--num-callers=50")
 
-  file(GLOB valgrind_suppressions
-    "${CTEST_SOURCE_DIRECTORY}/tests/data/valgrind/*.supp")
+    file(GLOB valgrind_suppressions
+      "${CTEST_SOURCE_DIRECTORY}/tests/data/valgrind/*.supp")
 
-  foreach (valgrind_suppression IN LISTS valgrind_suppressions)
-    list(APPEND valgrind_arguments
-      "--suppressions=${valgrind_suppression}")
-  endforeach ()
+    foreach (valgrind_suppression IN LISTS valgrind_suppressions)
+      list(APPEND valgrind_arguments
+        "--suppressions=${valgrind_suppression}")
+    endforeach ()
 
-  set(CTEST_MEMORYCHECK_COMMAND_OPTIONS
-    "${valgrind_arguments}")
+    set(CTEST_MEMORYCHECK_COMMAND "${CTEST_VALGRIND_COMMAND}")
+    set(CTEST_MEMORYCHECK_COMMAND_OPTIONS
+      "${valgrind_arguments}")
+  endif ()
 
   ctest_memcheck()
 endif ()
diff --git a/tests/CMakeLists.txt b/tests/CMakeLists.txt
index 2d679145..d21158e9 100644
--- a/tests/CMakeLists.txt
+++ b/tests/CMakeLists.txt
@@ -14,9 +14,6 @@ else ()
     "${sprokit_binary_dir}/tests")
 endif ()
 
-include("${sprokit_source_dir}/conf/sprokit-macro-tests.cmake")
-include("${sprokit_source_dir}/cmake/support/test.cmake")
-
 set(sprokit_test_data_directory
   "${CMAKE_CURRENT_SOURCE_DIR}/data")