diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml
new file mode 100644
index 00000000..44d716db
--- /dev/null
+++ b/.github/workflows/ci.yml
@@ -0,0 +1,52 @@
+# 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: GitHub CI
+
+on: [push, pull_request]
+
+jobs:
+  build:
+
+    strategy:
+      matrix:
+        os: [ubuntu-latest,windows-latest, macOS-latest]
+        java: [8, 11]
+      fail-fast: false
+
+    runs-on: ${{ matrix.os }}
+
+    steps:
+      - name: Checkout
+        uses: actions/checkout@v2
+
+      - name: Set up cache for ~./m2/repository
+        uses: actions/cache@v1
+        with:
+          path: ~/.m2/repository
+          key: maven-${{ matrix.os }}-java${{ matrix.java }}-${{ hashFiles('**/pom.xml') }}
+          restore-keys: |
+            maven-${{ matrix.os }}-java${{ matrix.java }}-
+            maven-${{ matrix.os }}-
+
+      - name: Set up JDK
+        uses: actions/setup-java@v1
+        with:
+          java-version: ${{ matrix.java }}
+
+      - name: Build with Maven
+        run: mvn verify -e -B -V
diff --git a/jenkins-client/pom.xml b/jenkins-client/pom.xml
index 2cbc3df9..1e312577 100644
--- a/jenkins-client/pom.xml
+++ b/jenkins-client/pom.xml
@@ -38,12 +38,6 @@
       <artifactId>dom4j</artifactId>
     </dependency>
 
-    <dependency>
-      <groupId>org.jvnet.hudson</groupId>
-      <artifactId>xstream</artifactId>
-      <scope>test</scope>
-    </dependency>
-
     <dependency>
       <groupId>net.sf.json-lib</groupId>
       <artifactId>json-lib</artifactId>
@@ -87,6 +81,19 @@
     </dependency>
 
     <!-- Testing -->
+    <dependency>
+      <groupId>org.apache.logging.log4j</groupId>
+      <artifactId>log4j-slf4j-impl</artifactId>
+      <scope>test</scope>
+    </dependency>
+
+    <dependency>
+      <groupId>org.jenkins-ci.main</groupId>
+      <artifactId>jenkins-core</artifactId>
+      <version>${jenkins-version}</version>
+      <scope>test</scope>
+    </dependency>
+
     <dependency>
       <groupId>junit</groupId>
       <artifactId>junit</artifactId>
@@ -163,6 +170,24 @@
         </plugins>
       </build>
     </profile>
+    <profile>
+      <id>java9+</id>
+      <activation>
+        <jdk>[9,)</jdk>
+      </activation>
+      <dependencies>
+        <dependency>
+          <groupId>javax.xml.bind</groupId>
+          <artifactId>jaxb-api</artifactId>
+          <version>2.3.1</version>
+        </dependency>
+        <dependency>
+          <groupId>org.glassfish.jaxb</groupId>
+          <artifactId>jaxb-runtime</artifactId>
+          <version>2.3.1</version>
+        </dependency>
+      </dependencies>
+    </profile>
   </profiles>
 
 </project>
diff --git a/jenkins-client/src/test/java/com/offbytwo/jenkins/integration/JobConfigurationIT.java b/jenkins-client/src/test/java/com/offbytwo/jenkins/integration/JobConfigurationIT.java
index 11571aa8..6512513a 100644
--- a/jenkins-client/src/test/java/com/offbytwo/jenkins/integration/JobConfigurationIT.java
+++ b/jenkins-client/src/test/java/com/offbytwo/jenkins/integration/JobConfigurationIT.java
@@ -8,6 +8,7 @@
 import javax.xml.bind.JAXBException;
 import java.io.IOException;
 import java.net.URISyntaxException;
+import java.util.Objects;
 
 import static org.junit.Assert.assertTrue;
 
diff --git a/jenkins-client/src/test/resources/log4j2-test.xml b/jenkins-client/src/test/resources/log4j2-test.xml
new file mode 100644
index 00000000..e77cc82a
--- /dev/null
+++ b/jenkins-client/src/test/resources/log4j2-test.xml
@@ -0,0 +1,35 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<Configuration>
+  <ThresholdFilter level="debug"/>
+
+  <Appenders>
+    <RollingFile
+      name="RollingFile"
+      fileName="target/test-app.log"
+      filePattern="target/test-$${date:yyyy-MM}/test-app-%d{MM-dd-yyyy}-%i.log.gz">
+      <PatternLayout>
+        <Pattern>%d %p %c{1.} [%t] %m%n</Pattern>
+      </PatternLayout>
+      <Policies>
+        <TimeBasedTriggeringPolicy/>
+        <SizeBasedTriggeringPolicy size="250 MB"/>
+      </Policies>
+    </RollingFile>
+
+    <Console name="console" target="SYSTEM_ERR">
+      <PatternLayout>
+        <Pattern>%d{yyyy-MM-dd HH:mm:ss} %-5p %c:%L - %m%n</Pattern>
+      </PatternLayout>
+    </Console>
+
+  </Appenders>
+
+  <Loggers>
+    <Root level="info">
+<!--      <AppenderRef ref="RollingFile"/>-->
+      <AppenderRef ref="console"/>
+    </Root>
+    <Logger name="fqcn" level="debug"/>
+  </Loggers>
+
+</Configuration>
diff --git a/pom.xml b/pom.xml
index f88539d9..aae47937 100644
--- a/pom.xml
+++ b/pom.xml
@@ -51,11 +51,10 @@
     <asciidoctor-maven-plugin.version>2.0.0</asciidoctor-maven-plugin.version>
 
     <!-- Version of Jenkins to use for Integration Tests -->
-    <jenkins-version>1.644</jenkins-version>
+    <jenkins-version>2.222.4</jenkins-version>
     <junit.version>4.12</junit.version>
     <mockito-core.version>3.0.0</mockito-core.version>
     <commons-io.version>2.4</commons-io.version>
-    <xstream.version>1.4.7-jenkins-1</xstream.version>
     <commons-lang.version>3.9</commons-lang.version>
     <json-lib.version>2.4</json-lib.version>
     <httpclient.version>4.5.8</httpclient.version>
@@ -110,10 +109,9 @@
       </dependency>
 
       <dependency>
-        <groupId>org.jvnet.hudson</groupId>
-        <artifactId>xstream</artifactId>
-        <version>${xstream.version}</version>
-        <scope>test</scope>
+        <groupId>org.jenkins-ci.main</groupId>
+        <artifactId>jenkins-core</artifactId>
+        <version>${jenkins-version}</version>
       </dependency>
 
       <dependency>
@@ -188,7 +186,7 @@
       <dependency>
         <groupId>org.jenkins-ci.main</groupId>
         <artifactId>jenkins-test-harness</artifactId>
-        <version>${jenkins-version}</version>
+        <version>2.71</version>
       </dependency>
       <dependency>
         <groupId>org.assertj</groupId>
@@ -199,12 +197,12 @@
       <dependency>
         <groupId>org.slf4j</groupId>
         <artifactId>slf4j-api</artifactId>
-        <version>1.7.25</version>
+        <version>1.7.30</version>
       </dependency>
       <dependency>
         <groupId>org.apache.logging.log4j</groupId>
         <artifactId>log4j-bom</artifactId>
-        <version>2.12.1</version>
+        <version>2.14.0</version>
         <scope>import</scope>
         <type>pom</type>
       </dependency>