diff --git a/.mergify.yml b/.mergify.yml
new file mode 100644
index 0000000..a030af2
--- /dev/null
+++ b/.mergify.yml
@@ -0,0 +1,9 @@
+pull_request_rules:
+  - name: Automatic merge for dependency updates
+    conditions:
+      - "label=dependencies"
+      - "status-success=concourse-ci/status"
+    actions:
+      merge:
+        method: rebase
+