diff --git a/Jenkinsfile b/Jenkinsfile
new file mode 100644
index 0000000..8b8b522
--- /dev/null
+++ b/Jenkinsfile
@@ -0,0 +1,59 @@
+pipeline {
+   agent any
+    environment {
+      RELEASE='1.0.0'
+      PROJECT_NAME='project-demo'
+    }
+   stages {
+      stage('Audit tools') {
+         steps{
+            auditTools()
+         }
+      }
+      stage('Build') {
+            environment {
+               MLRUN_DBPATH='https://mlrun-api.default-tenant.app.us-sales-341.iguazio-cd1.com'
+               V3IO_ACCESS_KEY=credentials('V3IO_ACCESS_KEY')
+               V3IO_USERNAME='xingsheng'
+            }
+            agent {
+                docker {
+                    image 'mlrun/mlrun:1.0.0'
+                }
+            }
+            steps {
+               echo "Building release ${RELEASE} for project ${PROJECT_NAME}..."
+               sh 'chmod +x build.sh'
+               withCredentials([string(credentialsId: 'an-api-key', variable: 'API_KEY')]) {
+                  sh '''
+                     ./build.sh
+                  '''
+               }
+            }
+        }
+        stage('Test') {
+            steps {
+               echo "Testing release ${RELEASE}"
+            }
+        }
+   }
+   post {
+      success {
+         slackSend channel: '#builds',
+                   color: 'good',
+                   message: "Project ${env.PROJECT_NAME}, success: ${currentBuild.fullDisplayName}."
+      }
+      failure {
+         slackSend channel: '#builds',
+                   color: 'danger',
+                   message: "Project ${env.PROJECT_NAME}, FAILED: ${currentBuild.fullDisplayName}."
+      }
+   }
+}
+
+void auditTools() {
+   sh '''
+      git version
+      docker version
+   '''
+}
\ No newline at end of file
diff --git a/build.sh b/build.sh
new file mode 100644
index 0000000..33b4b7d
--- /dev/null
+++ b/build.sh
@@ -0,0 +1,7 @@
+#!/bin/sh
+python --version
+pip --version
+pip list | grep mlrun
+echo "Using API key: $API_KEY"
+mlrun project -n myproj -u "git://github.com/mlrun/project-demo.git" ./project
+mlrun project -r main -w ./project
\ No newline at end of file