Frontend Automate Orchestration

src/pages/AdminPage.jsx

@@ -61,6 +61,12 @@ export function AdminPage() {
   // sent something while you were looking at a different screen. A failed poll
   // is swallowed: a transient network blip must not replace the panel with an
   // error, and the next tick retries.
+  //
+  // Expect a steady zero on a deployment running UPLOAD_AUTORUN=true: uploads
+  // go straight into the pipeline and never wait for review, so there is
+  // nothing to be notified about. The badge renders only above zero, so that
+  // reads as "nothing to do" rather than as a broken counter, and the poll
+  // stays because the setting can be turned off without a redeploy.
   useEffect(() => {
     let alive = true;
     const check = async () => {