diff --git a/.github/workflows/push_pr.yml b/.github/workflows/push_pr.yml
index cfbe8c06..fb1c7119 100644
--- a/.github/workflows/push_pr.yml
+++ b/.github/workflows/push_pr.yml
@@ -23,15 +23,10 @@ concurrency:
   cancel-in-progress: true
 jobs:
   compile_and_test:
-    uses: ./.github/workflows/common.yml
+    uses: apache/flink-connector-shared-utils/.github/workflows/ci.yml@ci_utils
     strategy:
       matrix:
-        flink: [1.17.1, 1.18.0]
-    with:
-      flink_version: ${{ matrix.flink }}
-      flink_url: https://archive.apache.org/dist/flink/flink-${{ matrix.flink }}/flink-${{ matrix.flink }}-bin-scala_2.12.tgz
-      cache_flink_binary: true
-    secrets: inherit
+        flink_version: [ 1.17.1, 1.18.0, 1.19-SNAPSHOT ]
 
   python_test:
     strategy:
diff --git a/flink-connector-aws/flink-connector-aws-kinesis-firehose/src/test/java/org/apache/flink/connector/firehose/sink/KinesisFirehoseSinkWriterTest.java b/flink-connector-aws/flink-connector-aws-kinesis-firehose/src/test/java/org/apache/flink/connector/firehose/sink/KinesisFirehoseSinkWriterTest.java
index 29160f7d..77f8787a 100644
--- a/flink-connector-aws/flink-connector-aws-kinesis-firehose/src/test/java/org/apache/flink/connector/firehose/sink/KinesisFirehoseSinkWriterTest.java
+++ b/flink-connector-aws/flink-connector-aws-kinesis-firehose/src/test/java/org/apache/flink/connector/firehose/sink/KinesisFirehoseSinkWriterTest.java
@@ -48,22 +48,22 @@ public class KinesisFirehoseSinkWriterTest {
                     .build();
 
     @BeforeEach
-    void setup() {
+    void setup() throws IOException {
         TestSinkInitContext sinkInitContext = new TestSinkInitContext();
         Properties sinkProperties = AWSServicesTestUtils.createConfig("https://fake_aws_endpoint");
-        sinkWriter =
-                new KinesisFirehoseSinkWriter<>(
-                        ELEMENT_CONVERTER_PLACEHOLDER,
-                        sinkInitContext,
-                        50,
-                        16,
-                        10000,
-                        4 * 1024 * 1024,
-                        5000,
-                        1000 * 1024,
-                        true,
-                        "streamName",
-                        sinkProperties);
+        KinesisFirehoseSink<String> sink = KinesisFirehoseSink.<String>builder()
+                .setDeliveryStreamName("streamName")
+                .setSerializationSchema(new SimpleStringSchema())
+                .setMaxBatchSize(50)
+                .setMaxInFlightRequests(16)
+                .setMaxBufferedRequests(10000)
+                .setMaxBatchSizeInBytes(4 * 1024 * 1024)
+                .setMaxTimeInBufferMS(5000)
+                .setMaxRecordSizeInBytes(1000 * 1024)
+                .setFailOnError(true)
+                .setFirehoseClientProperties(sinkProperties)
+                .build();
+        sinkWriter = (KinesisFirehoseSinkWriter<String>) sink.createWriter(sinkInitContext);
     }
 
     @Test
diff --git a/flink-connector-aws/flink-connector-aws-kinesis-streams/src/test/java/org/apache/flink/connector/kinesis/sink/KinesisStreamsSinkWriterTest.java b/flink-connector-aws/flink-connector-aws-kinesis-streams/src/test/java/org/apache/flink/connector/kinesis/sink/KinesisStreamsSinkWriterTest.java
index eccfe0ac..0d5b6eda 100644
--- a/flink-connector-aws/flink-connector-aws-kinesis-streams/src/test/java/org/apache/flink/connector/kinesis/sink/KinesisStreamsSinkWriterTest.java
+++ b/flink-connector-aws/flink-connector-aws-kinesis-streams/src/test/java/org/apache/flink/connector/kinesis/sink/KinesisStreamsSinkWriterTest.java
@@ -28,6 +28,7 @@
 import org.junit.jupiter.api.Test;
 import software.amazon.awssdk.services.kinesis.model.PutRecordsRequestEntry;
 
+import java.io.IOException;
 import java.util.Properties;
 
 import static org.assertj.core.api.AssertionsForClassTypes.assertThat;
@@ -55,13 +56,12 @@ public class KinesisStreamsSinkWriterTest {
                             .build();
 
     @Test
-    void testCreateKinesisStreamsSinkWriterInitializesRateLimitingStrategyWithExpectedParameters() {
-        Sink.InitContext sinkInitContext = new TestSinkInitContext();
+    void testCreateKinesisStreamsSinkWriterInitializesRateLimitingStrategyWithExpectedParameters() throws IOException {
+        TestSinkInitContext sinkInitContext = new TestSinkInitContext();
         Properties sinkProperties = AWSServicesTestUtils.createConfig("https://fake_aws_endpoint");
-        sinkWriter =
-                new KinesisStreamsSinkWriter<String>(
+        KinesisStreamsSink<String> sink =
+                new KinesisStreamsSink<>(
                         ELEMENT_CONVERTER_PLACEHOLDER,
-                        sinkInitContext,
                         MAX_BATCH_SIZE,
                         MAX_INFLIGHT_REQUESTS,
                         MAX_BUFFERED_REQUESTS,
@@ -72,6 +72,7 @@ void testCreateKinesisStreamsSinkWriterInitializesRateLimitingStrategyWithExpect
                         "streamName",
                         "StreamARN",
                         sinkProperties);
+        sinkWriter = (KinesisStreamsSinkWriter<String>) sink.createWriter(sinkInitContext);
 
         assertThat(sinkWriter)
                 .extracting("rateLimitingStrategy")
diff --git a/flink-connector-aws/flink-connector-dynamodb/src/main/java/org/apache/flink/connector/dynamodb/sink/DynamoDbSink.java b/flink-connector-aws/flink-connector-dynamodb/src/main/java/org/apache/flink/connector/dynamodb/sink/DynamoDbSink.java
index c90aa196..8f64a679 100644
--- a/flink-connector-aws/flink-connector-dynamodb/src/main/java/org/apache/flink/connector/dynamodb/sink/DynamoDbSink.java
+++ b/flink-connector-aws/flink-connector-dynamodb/src/main/java/org/apache/flink/connector/dynamodb/sink/DynamoDbSink.java
@@ -20,12 +20,16 @@
 
 import org.apache.flink.annotation.Internal;
 import org.apache.flink.annotation.PublicEvolving;
+import org.apache.flink.annotation.VisibleForTesting;
 import org.apache.flink.connector.base.sink.AsyncSinkBase;
 import org.apache.flink.connector.base.sink.writer.BufferedRequestState;
 import org.apache.flink.connector.base.sink.writer.ElementConverter;
 import org.apache.flink.connector.dynamodb.sink.client.DynamoDbAsyncClientProvider;
+import org.apache.flink.connector.dynamodb.sink.client.SdkClientProvider;
 import org.apache.flink.core.io.SimpleVersionedSerializer;
 
+import software.amazon.awssdk.services.dynamodb.DynamoDbAsyncClient;
+
 import java.io.IOException;
 import java.util.Collection;
 import java.util.Collections;
@@ -80,6 +84,7 @@ public class DynamoDbSink<InputT> extends AsyncSinkBase<InputT, DynamoDbWriteReq
     private final boolean failOnError;
     private final String tableName;
     private final List<String> overwriteByPartitionKeys;
+    private transient SdkClientProvider<DynamoDbAsyncClient> asyncClientSdkClientProviderOverride;
 
     protected DynamoDbSink(
             ElementConverter<InputT, DynamoDbWriteRequest> elementConverter,
@@ -152,7 +157,7 @@ public StatefulSinkWriter<InputT, BufferedRequestState<DynamoDbWriteRequest>> re
                 failOnError,
                 tableName,
                 overwriteByPartitionKeys,
-                new DynamoDbAsyncClientProvider(dynamoDbClientProperties),
+                getAsyncClientProvider(dynamoDbClientProperties),
                 recoveredState);
     }
 
@@ -162,4 +167,19 @@ public StatefulSinkWriter<InputT, BufferedRequestState<DynamoDbWriteRequest>> re
             getWriterStateSerializer() {
         return new DynamoDbWriterStateSerializer();
     }
+
+    private SdkClientProvider<DynamoDbAsyncClient> getAsyncClientProvider(
+            Properties clientProperties) {
+        if (asyncClientSdkClientProviderOverride != null) {
+            return asyncClientSdkClientProviderOverride;
+        }
+        return new DynamoDbAsyncClientProvider(clientProperties);
+    }
+
+    @Internal
+    @VisibleForTesting
+    void setDynamoDbAsyncClientProvider(
+            SdkClientProvider<DynamoDbAsyncClient> asyncClientSdkClientProviderOverride) {
+        this.asyncClientSdkClientProviderOverride = asyncClientSdkClientProviderOverride;
+    }
 }
diff --git a/flink-connector-aws/flink-connector-dynamodb/src/test/java/org/apache/flink/connector/dynamodb/sink/DynamoDbSinkWriterTest.java b/flink-connector-aws/flink-connector-dynamodb/src/test/java/org/apache/flink/connector/dynamodb/sink/DynamoDbSinkWriterTest.java
index d37e184b..3ed51cd4 100644
--- a/flink-connector-aws/flink-connector-dynamodb/src/test/java/org/apache/flink/connector/dynamodb/sink/DynamoDbSinkWriterTest.java
+++ b/flink-connector-aws/flink-connector-dynamodb/src/test/java/org/apache/flink/connector/dynamodb/sink/DynamoDbSinkWriterTest.java
@@ -18,7 +18,6 @@
 
 package org.apache.flink.connector.dynamodb.sink;
 
-import org.apache.flink.api.connector.sink2.Sink;
 import org.apache.flink.connector.base.sink.writer.TestSinkInitContext;
 import org.apache.flink.connector.dynamodb.sink.client.SdkClientProvider;
 
@@ -39,6 +38,7 @@
 import software.amazon.awssdk.services.dynamodb.model.WriteRequest;
 import software.amazon.awssdk.services.sts.model.StsException;
 
+import java.io.IOException;
 import java.util.ArrayList;
 import java.util.Arrays;
 import java.util.Collections;
@@ -354,21 +354,25 @@ private DynamoDbSinkWriter<Map<String, AttributeValue>> getDefaultSinkWriter(
             boolean failOnError,
             List<String> overwriteByPartitionKeys,
             SdkClientProvider<DynamoDbAsyncClient> dynamoDbAsyncClientProvider) {
-        Sink.InitContext initContext = new TestSinkInitContext();
-        return new DynamoDbSinkWriter(
-                new TestDynamoDbElementConverter(),
-                initContext,
-                2,
-                1,
-                10,
-                1024,
-                1000,
-                1024,
-                failOnError,
-                TABLE_NAME,
-                overwriteByPartitionKeys,
-                dynamoDbAsyncClientProvider,
-                Collections.emptyList());
+        TestSinkInitContext initContext = new TestSinkInitContext();
+        DynamoDbSink<Map<String, AttributeValue>> sink =
+                DynamoDbSink.<Map<String, AttributeValue>>builder()
+                        .setTableName(TABLE_NAME)
+                        .setOverwriteByPartitionKeys(overwriteByPartitionKeys)
+                        .setElementConverter(new TestDynamoDbElementConverter())
+                        .setMaxBatchSize(2)
+                        .setMaxInFlightRequests(1)
+                        .setMaxBufferedRequests(10)
+                        .setMaxTimeInBufferMS(1000)
+                        .setMaxRecordSizeInBytes(1024)
+                        .setFailOnError(failOnError)
+                        .build();
+        sink.setDynamoDbAsyncClientProvider(dynamoDbAsyncClientProvider);
+        try {
+            return (DynamoDbSinkWriter<Map<String, AttributeValue>>) sink.createWriter(initContext);
+        } catch (IOException e) {
+            throw new RuntimeException(e);
+        }
     }
 
     private List<DynamoDbWriteRequest> getDefaultInputRequests() {