fix: run Codex usage collection in unified service mode

src/unified-dashboard.ts

@@ -630,15 +630,11 @@ export async function startUnifiedDashboard(
   await updateStatus();
 
   if (isRenderer) {
-    // Renderer: refresh usage cache at shorter interval so Codex snapshot
-    // data is picked up quickly. Claude API calls are internally rate-limited
-    // to 5min per token, so this only affects local reads.
     setInterval(refreshUsageCache, RENDERER_USAGE_REFRESH_MS);
-  } else {
+  }
-    // Codex service: fetch own usage and expose via status snapshot.
+
-    // Active account every usageUpdateInterval; full scan on startup + hourly.
+  // Codex usage collection — runs in unified service regardless of renderer role.
-    // Collector returns data; we own the cache state.
+  const applyCodexRefresh = (result: {
-    const applyRefresh = (result: {
     rows: UsageRow[];
     fetchedAt: string | null;
   }) => {
@@ -646,18 +642,17 @@ export async function startUnifiedDashboard(
     if (result.fetchedAt) codexUsageFetchedAt = result.fetchedAt;
   };
   void refreshAllCodexAccountUsage().then((r) => {
-      applyRefresh(r);
+    applyCodexRefresh(r);
-      return refreshActiveCodexUsage().then(applyRefresh);
+    return refreshActiveCodexUsage().then(applyCodexRefresh);
   });
   setInterval(
-      () => void refreshActiveCodexUsage().then(applyRefresh),
+    () => void refreshActiveCodexUsage().then(applyCodexRefresh),
     opts.usageUpdateInterval,
   );
   setInterval(
-      () => void refreshAllCodexAccountUsage().then(applyRefresh),
+    () => void refreshAllCodexAccountUsage().then(applyCodexRefresh),
     CODEX_FULL_SCAN_INTERVAL,
   );
-  }
 
   logger.info(
     {