diff --git a/modules/apps/vehicle-history-app/src/test/java/com/lingniu/ingest/historyapp/VehicleHistoryAppDefaultsTest.java b/modules/apps/vehicle-history-app/src/test/java/com/lingniu/ingest/historyapp/VehicleHistoryAppDefaultsTest.java
index bb8b1632..e5f51a1a 100644
--- a/modules/apps/vehicle-history-app/src/test/java/com/lingniu/ingest/historyapp/VehicleHistoryAppDefaultsTest.java
+++ b/modules/apps/vehicle-history-app/src/test/java/com/lingniu/ingest/historyapp/VehicleHistoryAppDefaultsTest.java
@@ -4,6 +4,9 @@ import org.junit.jupiter.api.Test;
 import org.springframework.beans.factory.config.YamlPropertiesFactoryBean;
 import org.springframework.core.io.ClassPathResource;
 
+import java.net.URL;
+import java.util.Collections;
+import java.util.List;
 import java.util.Properties;
 
 import static org.assertj.core.api.Assertions.assertThat;
@@ -109,6 +112,19 @@ class VehicleHistoryAppDefaultsTest {
                         || name.equals("lingniu.ingest.sink.archive.path"));
     }
 
+    @Test
+    void runtimeClasspathDoesNotContainLegacyCommonsLoggingJar() throws Exception {
+        List<String> logFactoryResources = Collections.list(Thread.currentThread()
+                .getContextClassLoader()
+                .getResources("org/apache/commons/logging/LogFactory.class"))
+                .stream()
+                .map(URL::toExternalForm)
+                .toList();
+
+        assertThat(logFactoryResources)
+                .noneMatch(resource -> resource.contains("/commons-logging-"));
+    }
+
     private static Properties applicationProperties() {
         YamlPropertiesFactoryBean factory = new YamlPropertiesFactoryBean();
         factory.setResources(new ClassPathResource("application.yml"));
diff --git a/pom.xml b/pom.xml
index 4569a999..9ad6e409 100644
--- a/pom.xml
+++ b/pom.xml
@@ -343,6 +343,12 @@
                 <groupId>com.taosdata.jdbc</groupId>
                 <artifactId>taos-jdbcdriver</artifactId>
                 <version>${taos-jdbcdriver.version}</version>
+                <exclusions>
+                    <exclusion>
+                        <groupId>commons-logging</groupId>
+                        <artifactId>commons-logging</artifactId>
+                    </exclusion>
+                </exclusions>
             </dependency>
             <dependency>
                 <groupId>org.springdoc</groupId>