diff --git a/appengine_war.gradle b/appengine_war.gradle
index a5f026eaf..8c745aca2 100644
--- a/appengine_war.gradle
+++ b/appengine_war.gradle
@@ -103,6 +103,7 @@ explodeWar.doLast {
     file("${it.explodedAppDirectory}/WEB-INF/lib/tools.jar").setWritable(true)
 }
 
+appengineDeployAll.finalizedBy ':cloudSchedulerDeployer'
 rootProject.deploy.dependsOn appengineDeployAll
 rootProject.stage.dependsOn appengineStage
 tasks['war'].dependsOn ':console-webapp:buildConsoleWebappProd'
diff --git a/build.gradle b/build.gradle
index 1610a9f4d..c7773f2ed 100644
--- a/build.gradle
+++ b/build.gradle
@@ -558,6 +558,21 @@ task coreDev {
 
 javadocDependentTasks.each { tasks.javadoc.dependsOn(it) }
 
+// Runs the script, which deploys cloud scheduler tasks based on the config
+task cloudSchedulerDeployer {
+  doLast {
+    def env = environment
+    if (!prodOrSandboxEnv) {
+      exec {
+        commandLine 'go', 'run',
+                "${rootDir}/release/builder/cloudSchedulerDeployer.go",
+                "${rootDir}/core/src/main/java/google/registry/env/${env}/default/WEB-INF/cloud-scheduler-tasks.xml",
+                "domain-registry-${env}"
+      }
+    }
+  }
+}
+
 // disable javadoc in subprojects, these will break because they don't have
 // the correct classpath (see above).
 gradle.taskGraph.whenReady { graph ->
diff --git a/core/build.gradle b/core/build.gradle
index 1167feb59..1e9c50f18 100644
--- a/core/build.gradle
+++ b/core/build.gradle
@@ -1028,6 +1028,7 @@ test {
   // TODO(weiminyu): Remove dependency on sqlIntegrationTest
 }.dependsOn(fragileTest, outcastTest, standardTest, registryToolIntegrationTest, sqlIntegrationTest)
 
+
 // When we override tests, we also break the cleanTest command.
 cleanTest.dependsOn(cleanFragileTest, cleanOutcastTest, cleanStandardTest,
                     cleanRegistryToolIntegrationTest, cleanSqlIntegrationTest)