diff --git a/.murdock b/.murdock
index 38152ae1cc..e26706ac65 100755
--- a/.murdock
+++ b/.murdock
@@ -2,6 +2,8 @@
 
 : ${TEST_BOARDS_AVAILABLE:="esp32-wroom-32 samr21-xpro"}
 : ${TEST_BOARDS_LLVM_COMPILE:="iotlab-m3 native nrf52dk mulle nucleo-f401re samr21-xpro slstk3402a"}
+# we can't use '-' in the variable names, convert them to '_' to add new boards
+: ${TEST_KCONFIG_samr21_xpro:="examples/hello-world"}
 
 export RIOT_CI_BUILD=1
 export STATIC_TESTS=${STATIC_TESTS:-1}
@@ -32,6 +34,12 @@ RUN_TESTS=${RUN_TESTS:-${NIGHTLY}}
 DWQ_ENV="-E BOARDS -E APPS -E NIGHTLY -E RUN_TESTS -E ENABLE_TEST_CACHE
          -E TEST_HASH -E CI_PULL_LABELS"
 
+get_kconfig_test_apps() {
+    case "$1" in
+        "samr21_xpro") echo "${TEST_KCONFIG_samr21_xpro}" ;;
+    esac
+}
+
 check_label() {
     local label="${1}"
     [ -z "${CI_PULL_LABELS}" ] && return 1
@@ -236,6 +244,34 @@ compile() {
         make -C${appdir} clean all test-input-hash -j${JOBS:-4}
     RES=$?
 
+    test_hash=$(test_hash_calc "$BINDIR")
+
+    # We compile a second time with Kconfig based dependency
+    # resolution for regression purposes. $TEST_KCONFIG contains a
+    # list of board-application tuples that are currently modeled to
+    # run with Kconfig
+    if [ $RES -eq 0 ]; then
+        # we can't use '-' in variable names
+        _board=$(echo ${board} | tr '-' '_')
+
+        for app in $(get_kconfig_test_apps "${_board}")
+        do
+            if [ "${appdir}" = "${app}" ]; then
+                BOARD=$board make -C${appdir} clean
+                CCACHE_BASEDIR="$(pwd)" BOARD=$board TOOLCHAIN=$toolchain RIOT_CI_BUILD=1 TEST_KCONFIG=1 \
+                              make -C${appdir} all test-input-hash -j${JOBS:-4}
+                RES=$?
+                if [ $RES -eq 0 ]; then
+                    new_test_hash=$(test_hash_calc "$BINDIR")
+                    if [ ${new_test_hash} != ${test_hash} ]; then
+                        echo "Hashes of binaries mismatch for ${app}";
+                        RES=1
+                    fi
+                fi
+            fi
+        done
+    fi
+
     # run tests
     if [ $RES -eq 0 ]; then
         if [ $RUN_TESTS -eq 1 -o "$board" = "native" ]; then
@@ -244,7 +280,6 @@ compile() {
                     BOARD=$board make -C${appdir} test
                     RES=$?
                 elif is_in_list "$board" "$TEST_BOARDS_AVAILABLE"; then
-                    test_hash=$(test_hash_calc "$BINDIR")
                     echo "-- test_hash=$test_hash"
                     if test_cache_get $test_hash; then
                         echo "-- skipping test due to positive cache hit"