diff --git a/custom-jobs/current-jobs.json b/custom-jobs/current-jobs.json
--- a/custom-jobs/current-jobs.json
+++ b/custom-jobs/current-jobs.json
@@ -14,6 +14,7 @@
 	{"name": "KMyMoney_Nightly_Appimage_Build", "pipeline": "kmymoney/KMyMoney_Nightly_Appimage_Build.pipeline", "cron": "@daily"},
 	{"name": "KMyMoney_Nightly_Appimage_Dependency_Build", "pipeline": "kmymoney/KMyMoney_Nightly_Appimage_Dependency_Build.pipeline", "cron": ""},
 	{"name": "KMyMoney_Release_Appimage_Build", "pipeline": "kmymoney/KMyMoney_Release_Appimage_Build.pipeline", "cron": ""},
+	{"name": "KMyMoney_Stable_Appimage_Build", "pipeline": "kmymoney/KMyMoney_Stable_Appimage_Build.pipeline", "cron": "@daily"},
 
 	{"name": "Kdenlive_Nightly_Appimage_Build", "pipeline": "kdenlive/Kdenlive_Nightly_Appimage_Build.pipeline", "cron": "@daily"},
 	{"name": "Kdenlive_Nightly_Appimage_Dependency_Build", "pipeline": "kdenlive/Kdenlive_Nightly_Appimage_Dependency_Build.pipeline", "cron": ""}
diff --git a/custom-jobs/kmymoney/KMyMoney_Stable_Appimage_Build.pipeline b/custom-jobs/kmymoney/KMyMoney_Stable_Appimage_Build.pipeline
new file mode 100644
--- /dev/null
+++ b/custom-jobs/kmymoney/KMyMoney_Stable_Appimage_Build.pipeline
@@ -0,0 +1,70 @@
+// Request a node to be allocated to us
+node( "Appimage" ) {
+// We want Timestamps on everything
+timestamps {
+	// We want to catch any errors that occur to allow us to send out notifications (ie. emails) if needed
+	catchError {
+
+		// First Thing: Checkout Sources
+		stage('Checkout Sources') {
+			// Make sure we have a clean slate to begin with
+			deleteDir()
+
+			// KMyMoney Code
+			checkout changelog: true, poll: true, scm: [
+				$class: 'GitSCM',
+				branches: [[name: '5.0']],
+				extensions: [[$class: 'RelativeTargetDirectory', relativeTargetDir: 'kmymoney/']],
+				userRemoteConfigs: [[url: 'https://anongit.kde.org/kmymoney']]
+			]
+
+		}
+
+		// Now retrieve the artifacts
+		stage('Retrieving Dependencies') {
+			// First we grab the artifacted dependencies built last time round
+			copyArtifacts filter: 'kmymoney-appimage-deps.tar', projectName: 'KMyMoney_Nightly_Appimage_Dependency_Build'
+
+			// Now we unpack them
+			sh """
+				mkdir -p $HOME/appimage-workspace/
+				cd $HOME/appimage-workspace/
+				tar -xf $WORKSPACE/kmymoney-appimage-deps.tar
+			"""
+		}
+
+		// Let's build KMyMoney that we have everything we need
+		stage('Building KMyMoney') {
+			// The first parameter to the script is where the scripts should work - which is our workspace in this case
+			// Otherwise we leave everything in the hands of that script
+			sh """
+				export PATH=$HOME/tools/bin/:$PATH
+
+				ln -s /usr/bin/gcc-6 $HOME/tools/bin/cc
+				ln -s /usr/bin/gcc-6 $HOME/tools/bin/gcc
+				ln -s /usr/bin/g++-6 $HOME/tools/bin/c++
+				ln -s /usr/bin/g++-6 $HOME/tools/bin/g++
+
+				kmymoney/packaging/linux/appimage/build-kmymoney.sh $HOME/appimage-workspace/ $WORKSPACE/kmymoney/
+			"""
+		}
+
+		// Now we can generate the actual Appimages!
+		stage('Generating KMyMoney Appimage') {
+			// The scripts handle everything here, so just run them
+			sh """
+				export PATH=$HOME/tools/bin/:$PATH
+
+				kmymoney/packaging/linux/appimage/build-image.sh $HOME/appimage-workspace/ $WORKSPACE/kmymoney/
+				mv $HOME/appimage-workspace/*.AppImage $WORKSPACE/
+			"""
+		}
+
+		// Finally we capture the appimages for distribution to users
+		stage('Capturing Appimages') {
+			// We use Jenkins artifacts for this to save having to setup additional infrastructure
+			archiveArtifacts artifacts: '*.AppImage', onlyIfSuccessful: true
+		}
+	}
+}
+}