diff --git a/Dockerfile b/Dockerfile
index ba12d12..0568380 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -1,15 +1,22 @@
+# Build stage
+FROM gradle:7.6-jdk11 AS builder
+
+# Copy source code
+WORKDIR /app
+COPY . .
+
+# Build the application
+RUN gradle clean build -x test
+
+# Runtime stage
 FROM adoptopenjdk:11-jre-hotspot
 
-# Update and install dependencies
-RUN apt update && \
-    apt-get -y install coreutils python3-venv jq 
-
-# Install AWS CLI
-RUN python3 -m venv /opt/venv
-ENV PATH="/opt/venv/bin:$PATH"
-RUN pip install awscli
-
 # DlSync app
 RUN mkdir /opt/app
 WORKDIR /opt/app
-COPY build/libs/dlsync-*.jar dlsync.jar
\ No newline at end of file
+
+# Copy the built jar from the builder stage
+COPY --from=builder /app/build/libs/dlsync-*.jar dlsync.jar
+
+# Set the entrypoint
+ENTRYPOINT ["java", "-jar", "dlsync.jar"]
diff --git a/build.gradle b/build.gradle
index 72cd085..9f8ee5b 100644
--- a/build.gradle
+++ b/build.gradle
@@ -17,8 +17,8 @@ dependencies {
 
     implementation 'org.apache.commons:commons-text:1.14.0'
     implementation 'net.snowflake:snowflake-jdbc:3.25.1'
-    implementation 'ch.qos.logback:logback-core:1.5.12'
-    implementation 'ch.qos.logback:logback-classic:1.5.12'
+    implementation 'ch.qos.logback:logback-core:1.5.18'
+    implementation 'ch.qos.logback:logback-classic:1.5.18'
     implementation 'org.slf4j:slf4j-api:2.0.4'
     implementation 'com.fasterxml.jackson.dataformat:jackson-dataformat-yaml:2.18.2'
     implementation 'commons-cli:commons-cli:1.9.0'
diff --git a/pom.xml b/pom.xml
index 78d377a..b9aa3ef 100644
--- a/pom.xml
+++ b/pom.xml
@@ -27,13 +27,13 @@
         <dependency>
             <groupId>ch.qos.logback</groupId>
             <artifactId>logback-core</artifactId>
-            <version>1.5.12</version>
+            <version>1.5.18</version>
         </dependency>
 
         <dependency>
             <groupId>ch.qos.logback</groupId>
             <artifactId>logback-classic</artifactId>
-            <version>1.5.12</version>
+            <version>1.5.18</version>
         </dependency>
         <dependency>
             <groupId>org.slf4j</groupId>