diff --git a/src/applications/harbormaster/typeahead/HarbormasterBuildPlanDatasource.php b/src/applications/harbormaster/typeahead/HarbormasterBuildPlanDatasource.php
--- a/src/applications/harbormaster/typeahead/HarbormasterBuildPlanDatasource.php
+++ b/src/applications/harbormaster/typeahead/HarbormasterBuildPlanDatasource.php
@@ -19,6 +19,7 @@
 
     $plans = id(new HarbormasterBuildPlanQuery())
       ->setViewer($viewer)
+      ->withStatuses(array(HarbormasterBuildPlan::STATUS_ACTIVE))
       ->execute();
     foreach ($plans as $plan) {
       $results[] = id(new PhabricatorTypeaheadResult())