diff --git a/roles/openshift-apps/release-monitoring/files/buildconfig.yml b/roles/openshift-apps/release-monitoring/files/buildconfig.yml
index 2a8a9c6c1a..0922c126b4 100644
--- a/roles/openshift-apps/release-monitoring/files/buildconfig.yml
+++ b/roles/openshift-apps/release-monitoring/files/buildconfig.yml
@@ -62,6 +62,7 @@ items:
         RUN ln -sf /etc/pki/fedmsg/crt/fedmsg-release-monitoring.crt /etc/pki/fedmsg/release-monitoring.crt
         EXPOSE 8080
         EXPOSE 9940
+        ENTRYPOINT gunicorn --bind 0.0.0.0:8080 --access-logfile=- anitya.wsgi:application
       type: Dockerfile
     strategy:
       type: Docker
diff --git a/roles/openshift-apps/release-monitoring/files/deploymentconfig.yml b/roles/openshift-apps/release-monitoring/files/deploymentconfig.yml
index ad707d667a..7407a74343 100644
--- a/roles/openshift-apps/release-monitoring/files/deploymentconfig.yml
+++ b/roles/openshift-apps/release-monitoring/files/deploymentconfig.yml
@@ -40,8 +40,6 @@ items:
         containers:
         - name: release-monitoring-web
           image: release-monitoring/release-monitoring-web:latest
-          command:
-            - gunicorn --bind 0.0.0.0:8080 --access-logfile=- anitya.wsgi:application
           env:
             - name: USER
               value: anitya