diff --git a/packages/dashboard/index.html b/packages/dashboard/index.html
index e583d9a..f26f5b4 100644
--- a/packages/dashboard/index.html
+++ b/packages/dashboard/index.html
@@ -5644,12 +5644,11 @@ async function switchBlogLlm(providerKey, model) {
   try {
     var body = { provider: providerKey };
     if (model) body.model = model;
-    var res = await fetch(API + '/api/blog/llm/switch', {
+    var data = await api('/api/blog/llm/switch', {
       method: 'POST',
       headers: { 'Content-Type': 'application/json' },
       body: JSON.stringify(body)
     });
-    var data = await res.json();
     if (data.success) {
       if (msgEl) {
         msgEl.style.background = '#d1fae5';
diff --git a/packages/scraper/src/index.ts b/packages/scraper/src/index.ts
index aec908a..bba4984 100644
--- a/packages/scraper/src/index.ts
+++ b/packages/scraper/src/index.ts
@@ -32,6 +32,7 @@
  *   tsx src/index.ts --addon       — Run AddOn Networks scraper once
  *   tsx src/index.ts --fiber24     — Run ShopFiber24 scraper once (sitemap-based)
  *   tsx src/index.ts --fibermall   — Run FiberMall scraper once
+ *   tsx src/index.ts --backfill-images — Fill missing transceiver product photos
  */
 import { createScheduler, registerSchedules, registerWorkers } from "./scheduler";
 import { scrapeFs } from "./scrapers/fs-com";
@@ -156,6 +157,10 @@ async function runOnce(): Promise<void> {
   if (args.includes("--fibermall") || isAll || isFetchOnly) {
     await scrapeFiberMall();
   }
+  if (args.includes("--backfill-images")) {
+    const { backfillImages } = await import("./utils/backfill-images");
+    await backfillImages();
+  }
 
   // Playwright-based scrapers (need Chromium installed)
   if (!isFetchOnly) {
@@ -218,8 +223,10 @@ async function runScheduler(): Promise<void> {
     console.warn("Startup zombie cleanup failed (non-fatal):", (err as Error).message);
   }
 
-  await registerSchedules(boss);
+  // Workers must register before schedules — boss.work() auto-creates queues,
+  // boss.schedule() requires the queue to already exist (pg-boss v10 FK constraint)
   await registerWorkers(boss);
+  await registerSchedules(boss);
 
   console.log("\nScheduler running. Press Ctrl+C to stop.\n");
 
@@ -235,7 +242,7 @@ async function runScheduler(): Promise<void> {
   process.on("SIGTERM", shutdown);
 }
 
-const ALL_FLAGS = ["--all", "--fs", "--cisco", "--optcore", "--news", "--flexoptix", "--vendors", "--10gtek", "--champion", "--fluxlight", "--sfpcables", "--gbics", "--prolabs", "--naddod", "--qsfptek", "--addon", "--juniper", "--switches", "--whitebox", "--switches-ext", "--flexoptix-vendors", "--sonic-hcl", "--edgecore", "--ufispace", "--switch-assets", "--switch-crawl", "--switch-crawl-pw", "--fetch-only", "--atgbics", "--fiber24", "--fibermall"];
+const ALL_FLAGS = ["--all", "--fs", "--cisco", "--optcore", "--news", "--flexoptix", "--vendors", "--10gtek", "--champion", "--fluxlight", "--sfpcables", "--gbics", "--prolabs", "--naddod", "--qsfptek", "--addon", "--juniper", "--switches", "--whitebox", "--switches-ext", "--flexoptix-vendors", "--sonic-hcl", "--edgecore", "--ufispace", "--switch-assets", "--switch-crawl", "--switch-crawl-pw", "--fetch-only", "--atgbics", "--fiber24", "--fibermall", "--backfill-images"];
 
 if (args.some((a) => ALL_FLAGS.includes(a))) {
   runOnce().catch((err) => {
diff --git a/packages/scraper/src/scheduler.ts b/packages/scraper/src/scheduler.ts
index a4bb284..927fd9c 100644
--- a/packages/scraper/src/scheduler.ts
+++ b/packages/scraper/src/scheduler.ts
@@ -63,6 +63,18 @@ export async function createScheduler(): Promise<PgBoss> {
 }
 
 export async function registerSchedules(boss: PgBoss): Promise<void> {
+  // pg-boss v10: boss.schedule() requires the queue to already exist in pgboss.queue.
+  // After a DB reset (e.g. server outage), all queue rows are wiped.
+  // Patch boss.schedule to auto-create queues idempotently before each schedule call,
+  // so the 277 individual schedule() calls below don't need to be touched.
+  const _origSchedule = boss.schedule.bind(boss) as typeof boss.schedule;
+  (boss as unknown as Record<string, unknown>).schedule = async (
+    name: string, cron: string, data?: unknown, opts?: unknown,
+  ) => {
+    await boss.createQueue(name).catch(() => { /* already exists */ });
+    return _origSchedule(name, cron, data as object, opts as object);
+  };
+
   const queues = [
     // ── Playwright scrapers (Erik, every 8h) ───────────────────────────
     "scrape:pricing:fs",