diff --git a/.github/scripts/resolve-ci-modules.sh b/.github/scripts/resolve-ci-modules.sh
index 9b41d5ff4e5b..ec886dd75f0b 100644
--- a/.github/scripts/resolve-ci-modules.sh
+++ b/.github/scripts/resolve-ci-modules.sh
@@ -119,6 +119,16 @@ while IFS= read -r file; do
   fi
 done < <(printf '%s' "${changed_files_json}" | jq -r '.[]')
 
+# SPI changes can affect modules that consume shared classes without declaring a
+# direct Maven dependency on every transitive module. Build the full reactor so
+# those modules cannot silently use a stale SNAPSHOT from the Maven cache.
+for module in "${modules[@]}"; do
+  if [[ "${module}" == "shenyu-spi" ]]; then
+    full_build_required=true
+    break
+  fi
+done
+
 if [[ "${has_code_changes}" == "true" && ("${#modules[@]}" -eq 0 || "${#modules[@]}" -gt "${max_modules}") ]]; then
   full_build_required=true
 fi
diff --git a/shenyu-examples/shenyu-examples-dubbo/shenyu-examples-apache-dubbo-service/k8s/shenyu-zookeeper.yml b/shenyu-examples/shenyu-examples-dubbo/shenyu-examples-apache-dubbo-service/k8s/shenyu-zookeeper.yml
index 900ace6dc17d..5a8c7ba0638c 100644
--- a/shenyu-examples/shenyu-examples-dubbo/shenyu-examples-apache-dubbo-service/k8s/shenyu-zookeeper.yml
+++ b/shenyu-examples/shenyu-examples-dubbo/shenyu-examples-apache-dubbo-service/k8s/shenyu-zookeeper.yml
@@ -68,7 +68,7 @@ metadata:
     app: shenyu-zk
     all: shenyu-examples-dubbo
 spec:
-  type: NodePort
+  type: ClusterIP
   selector:
     app: shenyu-zk
     all: shenyu-examples-dubbo
diff --git a/shenyu-integrated-test/shenyu-integrated-test-k8s-ingress-apache-dubbo/script/build_k8s_cluster.sh b/shenyu-integrated-test/shenyu-integrated-test-k8s-ingress-apache-dubbo/script/build_k8s_cluster.sh
index 6202b037ae72..1ff67d77286f 100644
--- a/shenyu-integrated-test/shenyu-integrated-test-k8s-ingress-apache-dubbo/script/build_k8s_cluster.sh
+++ b/shenyu-integrated-test/shenyu-integrated-test-k8s-ingress-apache-dubbo/script/build_k8s_cluster.sh
@@ -16,6 +16,8 @@
 # limitations under the License.
 #
 
+set -euo pipefail
+
 kind load docker-image "shenyu-examples-apache-dubbo-service:latest"
 kind load docker-image "apache/shenyu-integrated-test-k8s-ingress-apache-dubbo:latest"
 kubectl apply -f ./shenyu-examples/shenyu-examples-dubbo/shenyu-examples-apache-dubbo-service/k8s/shenyu-zookeeper.yml
diff --git a/shenyu-spi/src/main/java/org/apache/shenyu/spi/ExtensionLoader.java b/shenyu-spi/src/main/java/org/apache/shenyu/spi/ExtensionLoader.java
index 706187fb1d4a..92a367f1f927 100644
--- a/shenyu-spi/src/main/java/org/apache/shenyu/spi/ExtensionLoader.java
+++ b/shenyu-spi/src/main/java/org/apache/shenyu/spi/ExtensionLoader.java
@@ -176,7 +176,8 @@ public List<T> getJoins() {
         if (extensionClassesEntity.isEmpty()) {
             return Collections.emptyList();
         }
-        if (Objects.equals(extensionClassesEntity.size(), cachedInstances.size())) {
+        if (Objects.equals(extensionClassesEntity.size(), cachedInstances.size())
+                && cachedInstances.values().stream().allMatch(Holder::isInitialized)) {
             return (List<T>) this.cachedInstances.values().stream()
                     .sorted(HOLDER_COMPARATOR)
                     .map(e -> {
@@ -222,6 +223,7 @@ private void createExtension(final String name, final Holder<Object> holder) {
         }
         holder.setOrder(classEntity.getOrder());
         holder.setValue(o);
+        holder.setInitialized(true);
     }
     
     /**
@@ -329,6 +331,8 @@ private void loadClass(final Map<String, ClassEntity> classes,
     private static final class Holder<T> {
         
         private volatile T value;
+
+        private volatile boolean initialized;
         
         private Integer order;
 
@@ -349,6 +353,24 @@ public T getValue() {
         public void setValue(final T value) {
             this.value = value;
         }
+
+        /**
+         * Checks whether the holder is initialized.
+         *
+         * @return true if initialized
+         */
+        public boolean isInitialized() {
+            return initialized;
+        }
+
+        /**
+         * Sets initialized.
+         *
+         * @param initialized initialized
+         */
+        public void setInitialized(final boolean initialized) {
+            this.initialized = initialized;
+        }
         
         /**
          * set order.
diff --git a/shenyu-spi/src/test/java/org/apache/shenyu/spi/ExtensionLoaderTest.java b/shenyu-spi/src/test/java/org/apache/shenyu/spi/ExtensionLoaderTest.java
index 3bca33dabadd..84a957ccf5a3 100644
--- a/shenyu-spi/src/test/java/org/apache/shenyu/spi/ExtensionLoaderTest.java
+++ b/shenyu-spi/src/test/java/org/apache/shenyu/spi/ExtensionLoaderTest.java
@@ -32,6 +32,8 @@
 import org.apache.shenyu.spi.fixture.TreeListSPI;
 import org.junit.jupiter.api.Test;
 
+import java.lang.reflect.Constructor;
+import java.lang.reflect.Field;
 import java.lang.reflect.InvocationTargetException;
 import java.lang.reflect.Method;
 import java.net.MalformedURLException;
@@ -42,12 +44,17 @@
 import java.util.Map;
 import java.util.Objects;
 import java.util.concurrent.ConcurrentHashMap;
+import java.util.concurrent.ExecutorService;
+import java.util.concurrent.Executors;
+import java.util.concurrent.Future;
+import java.util.concurrent.TimeUnit;
 
 import static org.hamcrest.CoreMatchers.containsString;
 import static org.hamcrest.CoreMatchers.is;
 import static org.hamcrest.MatcherAssert.assertThat;
 import static org.junit.jupiter.api.Assertions.assertEquals;
 import static org.junit.jupiter.api.Assertions.assertNotEquals;
+import static org.junit.jupiter.api.Assertions.assertNotNull;
 import static org.junit.jupiter.api.Assertions.assertNull;
 import static org.junit.jupiter.api.Assertions.fail;
 
@@ -324,6 +331,53 @@ public void testMultiThreadNonSingleton() throws InterruptedException {
         assertEquals(threadNum * loop, cache.size());
     }
 
+    /**
+     * Test concurrent get joins when a holder has not finished initialization.
+     *
+     * @throws Exception when reflection or concurrent execution fails
+     */
+    @Test
+    public void testMultiThreadGetJoinsWithUninitializedHolder() throws Exception {
+        ExtensionLoader<HasDefaultSPI> extensionLoader = newExtensionLoader(HasDefaultSPI.class);
+        Map<String, Object> cachedInstances = getCachedInstances(extensionLoader);
+        cachedInstances.put("subHasDefaultSPI", getHolderConstructor().newInstance());
+        ExecutorService executor = Executors.newFixedThreadPool(4);
+        try {
+            List<Future<List<HasDefaultSPI>>> futures = new ArrayList<>();
+            for (int i = 0; i < 4; i++) {
+                futures.add(executor.submit(extensionLoader::getJoins));
+            }
+            for (Future<List<HasDefaultSPI>> future : futures) {
+                List<HasDefaultSPI> joins = future.get(5, TimeUnit.SECONDS);
+                assertEquals(1, joins.size());
+                assertNotNull(joins.get(0));
+            }
+        } finally {
+            executor.shutdownNow();
+        }
+    }
+
+    @SuppressWarnings("unchecked")
+    private <S> ExtensionLoader<S> newExtensionLoader(final Class<S> extensionClass) throws Exception {
+        Constructor<ExtensionLoader> constructor = ExtensionLoader.class.getDeclaredConstructor(Class.class, ClassLoader.class);
+        constructor.setAccessible(true);
+        return (ExtensionLoader<S>) constructor.newInstance(extensionClass, ExtensionLoader.class.getClassLoader());
+    }
+
+    @SuppressWarnings("unchecked")
+    private Map<String, Object> getCachedInstances(final ExtensionLoader<?> extensionLoader) throws Exception {
+        Field field = ExtensionLoader.class.getDeclaredField("cachedInstances");
+        field.setAccessible(true);
+        return (Map<String, Object>) field.get(extensionLoader);
+    }
+
+    private Constructor<?> getHolderConstructor() throws Exception {
+        Class<?> holderClass = Class.forName("org.apache.shenyu.spi.ExtensionLoader$Holder");
+        Constructor<?> constructor = holderClass.getDeclaredConstructor();
+        constructor.setAccessible(true);
+        return constructor;
+    }
+
     /**
      * get private loadClass method.
      */