diff --git a/.github/workflows/core-hadoop2-ci.yml b/.github/workflows/core-hadoop2-ci.yml
index ad891366c5..94e9333eff 100644
--- a/.github/workflows/core-hadoop2-ci.yml
+++ b/.github/workflows/core-hadoop2-ci.yml
@@ -42,6 +42,9 @@ jobs:
     steps:
       - uses: actions/checkout@v3
 
+      - name: Setup Docker for Testcontainers
+        uses: ./.github/workflows/setup-docker-java
+
       - name: Set up JDK ${{ matrix.jdk }}
         uses: actions/setup-java@v3
         with:
diff --git a/.github/workflows/core-hadoop3-ci.yml b/.github/workflows/core-hadoop3-ci.yml
index e93a32aa4f..0871e0d36c 100644
--- a/.github/workflows/core-hadoop3-ci.yml
+++ b/.github/workflows/core-hadoop3-ci.yml
@@ -43,6 +43,9 @@ jobs:
     steps:
       - uses: actions/checkout@v3
 
+      - name: Setup Docker for Testcontainers
+        uses: ./.github/workflows/setup-docker-java
+
       - name: Set up JDK ${{ matrix.jdk }}
         uses: actions/setup-java@v3
         with:
diff --git a/.github/workflows/setup-docker-java/action.yml b/.github/workflows/setup-docker-java/action.yml
new file mode 100644
index 0000000000..fe7154b8a5
--- /dev/null
+++ b/.github/workflows/setup-docker-java/action.yml
@@ -0,0 +1,39 @@
+#
+# Licensed to the Apache Software Foundation (ASF) under one or more
+# contributor license agreements.  See the NOTICE file distributed with
+# this work for additional information regarding copyright ownership.
+# The ASF licenses this file to You under the Apache License, Version 2.0
+# (the "License"); you may not use this file except in compliance with
+# the License.  You may obtain a copy of the License at
+#
+#    http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+#
+
+name: 'Setup Docker Java'
+description: 'Fix docker-java API version for Testcontainers'
+runs:
+  using: 'composite'
+  steps:
+    - name: 'Docker version info'
+      shell: bash
+      run: |
+        docker version
+        docker info
+
+    # Workaround: Docker Engine 29+ requires API ≥ 1.44, but docker-java
+    # (used by Testcontainers) negotiates with 1.32 which gets rejected.
+    # docker-java reads ~/.docker-java.properties at startup.
+    # Remove this step once Testcontainers ships a docker-java version
+    # that negotiates properly (track: https://github.com/testcontainers/testcontainers-java/issues/11212)
+    - name: Fix docker-java API version for Testcontainers
+      shell: bash
+      run: |
+        mkdir -p $HOME
+        echo "api.version=1.44" > $HOME/.docker-java.properties
+        cat $HOME/.docker-java.properties
\ No newline at end of file
diff --git a/amoro-ams/pom.xml b/amoro-ams/pom.xml
index 9b0f96f4a4..3f83f5e021 100644
--- a/amoro-ams/pom.xml
+++ b/amoro-ams/pom.xml
@@ -450,14 +450,12 @@
         <dependency>
             <groupId>org.testcontainers</groupId>
             <artifactId>testcontainers</artifactId>
-            <version>1.17.2</version>
             <scope>test</scope>
         </dependency>
 
         <dependency>
             <groupId>org.testcontainers</groupId>
             <artifactId>junit-jupiter</artifactId>
-            <version>1.17.2</version>
             <scope>test</scope>
         </dependency>
 
@@ -471,14 +469,12 @@
         <dependency>
             <groupId>org.testcontainers</groupId>
             <artifactId>k3s</artifactId>
-            <version>1.20.1</version>
             <scope>test</scope>
         </dependency>
 
         <dependency>
             <groupId>org.testcontainers</groupId>
             <artifactId>mysql</artifactId>
-            <version>1.19.6</version>
             <scope>test</scope>
         </dependency>
 
diff --git a/amoro-format-mixed/amoro-mixed-flink/amoro-mixed-flink-common-iceberg-bridge/pom.xml b/amoro-format-mixed/amoro-mixed-flink/amoro-mixed-flink-common-iceberg-bridge/pom.xml
index eb6ed9e035..6d7dc5bc6f 100644
--- a/amoro-format-mixed/amoro-mixed-flink/amoro-mixed-flink-common-iceberg-bridge/pom.xml
+++ b/amoro-format-mixed/amoro-mixed-flink/amoro-mixed-flink-common-iceberg-bridge/pom.xml
@@ -32,7 +32,6 @@
 
     <properties>
         <assertj.version>3.21.0</assertj.version>
-        <testcontainers.version>1.18.1</testcontainers.version>
         <flink.version>1.18.1</flink.version>
     </properties>
 
@@ -327,14 +326,12 @@
         <dependency>
             <groupId>org.testcontainers</groupId>
             <artifactId>kafka</artifactId>
-            <version>${testcontainers.version}</version>
             <scope>test</scope>
         </dependency>
 
         <dependency>
             <groupId>org.testcontainers</groupId>
             <artifactId>junit-jupiter</artifactId>
-            <version>${testcontainers.version}</version>
             <scope>test</scope>
         </dependency>
         <dependency>
diff --git a/amoro-format-mixed/amoro-mixed-flink/amoro-mixed-flink-common/pom.xml b/amoro-format-mixed/amoro-mixed-flink/amoro-mixed-flink-common/pom.xml
index 51f31421df..8b10b3f2f6 100644
--- a/amoro-format-mixed/amoro-mixed-flink/amoro-mixed-flink-common/pom.xml
+++ b/amoro-format-mixed/amoro-mixed-flink/amoro-mixed-flink-common/pom.xml
@@ -34,7 +34,6 @@
 
     <properties>
         <assertj.version>3.21.0</assertj.version>
-        <testcontainers.version>1.18.1</testcontainers.version>
         <flink.version>1.18.1</flink.version>
     </properties>
 
@@ -394,14 +393,12 @@
         <dependency>
             <groupId>org.testcontainers</groupId>
             <artifactId>kafka</artifactId>
-            <version>${testcontainers.version}</version>
             <scope>test</scope>
         </dependency>
 
         <dependency>
             <groupId>org.testcontainers</groupId>
             <artifactId>junit-jupiter</artifactId>
-            <version>${testcontainers.version}</version>
             <scope>test</scope>
         </dependency>
 
diff --git a/amoro-format-mixed/amoro-mixed-flink/v1.16/amoro-mixed-flink-1.16/pom.xml b/amoro-format-mixed/amoro-mixed-flink/v1.16/amoro-mixed-flink-1.16/pom.xml
index 091110ee27..f8235e5a61 100644
--- a/amoro-format-mixed/amoro-mixed-flink/v1.16/amoro-mixed-flink-1.16/pom.xml
+++ b/amoro-format-mixed/amoro-mixed-flink/v1.16/amoro-mixed-flink-1.16/pom.xml
@@ -36,7 +36,6 @@
         <iceberg.version>1.4.3</iceberg.version>
         <kafka.version>3.2.3</kafka.version>
         <assertj.version>3.21.0</assertj.version>
-        <testcontainers.version>1.17.2</testcontainers.version>
         <flink.version>1.16.3</flink.version>
     </properties>
 
diff --git a/amoro-format-mixed/amoro-mixed-flink/v1.17/amoro-mixed-flink-1.17/pom.xml b/amoro-format-mixed/amoro-mixed-flink/v1.17/amoro-mixed-flink-1.17/pom.xml
index feefab87fa..2e349a5a5d 100644
--- a/amoro-format-mixed/amoro-mixed-flink/v1.17/amoro-mixed-flink-1.17/pom.xml
+++ b/amoro-format-mixed/amoro-mixed-flink/v1.17/amoro-mixed-flink-1.17/pom.xml
@@ -35,7 +35,6 @@
     <properties>
         <kafka.version>3.2.3</kafka.version>
         <assertj.version>3.21.0</assertj.version>
-        <testcontainers.version>1.17.2</testcontainers.version>
         <flink.version>1.17.2</flink.version>
     </properties>
 
diff --git a/amoro-format-mixed/amoro-mixed-flink/v1.18/amoro-mixed-flink-1.18/pom.xml b/amoro-format-mixed/amoro-mixed-flink/v1.18/amoro-mixed-flink-1.18/pom.xml
index 3cc9c4f28e..69d90fc205 100644
--- a/amoro-format-mixed/amoro-mixed-flink/v1.18/amoro-mixed-flink-1.18/pom.xml
+++ b/amoro-format-mixed/amoro-mixed-flink/v1.18/amoro-mixed-flink-1.18/pom.xml
@@ -35,7 +35,6 @@
     <properties>
         <kafka.version>3.2.3</kafka.version>
         <assertj.version>3.21.0</assertj.version>
-        <testcontainers.version>1.18.1</testcontainers.version>
         <flink.version>1.18.1</flink.version>
     </properties>
 
diff --git a/dev/deps/dependencies-hadoop-2-spark-3.3 b/dev/deps/dependencies-hadoop-2-spark-3.3
index d0e0464ac2..cd86dfc6f8 100644
--- a/dev/deps/dependencies-hadoop-2-spark-3.3
+++ b/dev/deps/dependencies-hadoop-2-spark-3.3
@@ -78,8 +78,9 @@ eclipse-collections-api/11.1.0//eclipse-collections-api-11.1.0.jar
 eclipse-collections/11.1.0//eclipse-collections-11.1.0.jar
 ehcache/3.3.1//ehcache-3.3.1.jar
 endpoints-spi/2.24.12//endpoints-spi-2.24.12.jar
-error_prone_annotations/2.10.0//error_prone_annotations-2.10.0.jar
+error_prone_annotations/2.18.0//error_prone_annotations-2.18.0.jar
 eventstream/1.0.1//eventstream-1.0.1.jar
+failureaccess/1.0.1//failureaccess-1.0.1.jar
 flatbuffers-java/23.5.26//flatbuffers-java-23.5.26.jar
 flink-annotations/1.20.3//flink-annotations-1.20.3.jar
 flink-clients/1.20.3//flink-clients-1.20.3.jar
@@ -105,7 +106,7 @@ flink-streaming-java/1.20.3//flink-streaming-java-1.20.3.jar
 geronimo-jcache_1.0_spec/1.0-alpha-1//geronimo-jcache_1.0_spec-1.0-alpha-1.jar
 glue/2.24.12//glue-2.24.12.jar
 gson/2.8.6//gson-2.8.6.jar
-guava/14.0.1//guava-14.0.1.jar
+guava/32.1.1-jre//guava-32.1.1-jre.jar
 hadoop-annotations/2.10.2//hadoop-annotations-2.10.2.jar
 hadoop-auth/2.10.2//hadoop-auth-2.10.2.jar
 hadoop-aws/2.10.2//hadoop-aws-2.10.2.jar
@@ -162,6 +163,7 @@ iceberg-spark-extensions-3.3_2.12/1.6.1//iceberg-spark-extensions-3.3_2.12-1.6.1
 icu4j/69.1//icu4j-69.1.jar
 identity-spi/2.24.12//identity-spi-2.24.12.jar
 ivy/2.5.1//ivy-2.5.1.jar
+j2objc-annotations/2.8//j2objc-annotations-2.8.jar
 jackson-annotations/2.14.2//jackson-annotations-2.14.2.jar
 jackson-core-asl/1.9.13//jackson-core-asl-1.9.13.jar
 jackson-core/2.14.2//jackson-core-2.14.2.jar
@@ -282,6 +284,7 @@ kyuubi-hive-jdbc-shaded/1.10.2//kyuubi-hive-jdbc-shaded-1.10.2.jar
 leveldbjni-all/1.8//leveldbjni-all-1.8.jar
 libfb303/0.9.3//libfb303-0.9.3.jar
 libthrift/0.9.3//libthrift-0.9.3.jar
+listenablefuture/9999.0-empty-to-avoid-conflict-with-guava//listenablefuture-9999.0-empty-to-avoid-conflict-with-guava.jar
 log4j-1.2-api/2.20.0//log4j-1.2-api-2.20.0.jar
 log4j-api/2.20.0//log4j-api-2.20.0.jar
 log4j-core/2.20.0//log4j-core-2.20.0.jar
diff --git a/pom.xml b/pom.xml
index 2161a1b568..0cf9096086 100644
--- a/pom.xml
+++ b/pom.xml
@@ -1281,6 +1281,14 @@
                 <version>${mockito.version}</version>
                 <scope>test</scope>
             </dependency>
+
+            <dependency>
+                <groupId>org.testcontainers</groupId>
+                <artifactId>testcontainers-bom</artifactId>
+                <version>1.21.4</version>
+                <type>pom</type>
+                <scope>import</scope>
+            </dependency>
         </dependencies>
     </dependencyManagement>