feat: switch image fetcher + og:image scheduler job + dashboard thumbnail column

- Add switch-image-fetcher.ts: og:image-based image discovery for all 86 seeded switches
  (covers Cisco, Arista, Juniper, NVIDIA, Edgecore, Celestica, Asterfusion, Dell,
   HPE/Aruba, Huawei, Nokia, Extreme, MikroTik, Ubiquiti, FS.COM, Supermicro)
- Wire fetchSwitchImages() into scheduler as scrape:images:switches (daily 08:30 UTC)
- Dashboard: add 48px thumbnail column to switch table (lazy img with gear icon fallback)

packages/dashboard/index.html

@@ -1172,7 +1172,7 @@
     <div class="card">
       <div class="table-wrap">
         <table>
-          <thead><tr><th>Model<span class="sort-arrow"></span></th><th>Vendor<span class="sort-arrow"></span></th><th>Series<span class="sort-arrow"></span></th><th>Category<span class="sort-arrow"></span></th><th>Ports<span class="sort-arrow"></span></th><th>Max Speed<span class="sort-arrow"></span></th><th>Capacity<span class="sort-arrow"></span></th><th>ASIC<span class="sort-arrow"></span></th><th>Status<span class="sort-arrow"></span></th></tr></thead>
+          <thead><tr><th style="width:52px;text-align:center">&#x1F5BC;</th><th>Model<span class="sort-arrow"></span></th><th>Vendor<span class="sort-arrow"></span></th><th>Series<span class="sort-arrow"></span></th><th>Category<span class="sort-arrow"></span></th><th>Ports<span class="sort-arrow"></span></th><th>Max Speed<span class="sort-arrow"></span></th><th>Capacity<span class="sort-arrow"></span></th><th>ASIC<span class="sort-arrow"></span></th><th>Status<span class="sort-arrow"></span></th></tr></thead>
           <tbody id="sw-table"></tbody>
         </table>
       </div>
@@ -3825,8 +3825,14 @@ function searchSwitches() {
       var statusColors = { Active: 'b-green', 'EoS_Announced': 'b-yellow', EoL: 'b-red', Legacy: 'b-neutral' };
       var maxSpd = s.max_speed_gbps >= 1000 ? (s.max_speed_gbps/1000) + 'T' : s.max_speed_gbps + 'G';
       var cap = s.switching_capacity_tbps ? s.switching_capacity_tbps + ' Tbps' : '—';
+      // Thumbnail — show image if available, otherwise a switch icon
+      var thumb = s.image_url
+        ? '<img src="' + esc(s.image_url) + '" alt="" style="width:48px;height:34px;object-fit:contain;border-radius:4px;background:var(--surface2);vertical-align:middle;display:block;margin:0 auto" loading="lazy" onerror="this.outerHTML=\'<span style=font-size:1.3rem;opacity:0.35>&#9881;</span>\'">'
+        : '<span style="font-size:1.3rem;opacity:0.3;display:block;text-align:center">&#9881;</span>';
+      var modelTitle = s.description ? ' title="' + esc(s.description.slice(0, 120)) + '"' : '';
       return '<tr class="clickable" data-swid="' + esc(s.id) + '">'
-        + '<td style="font-weight:600;color:var(--text-bright)">' + esc(s.model) + '</td>'
+        + '<td style="padding:4px 8px;text-align:center;vertical-align:middle">' + thumb + '</td>'
+        + '<td style="font-weight:600;color:var(--text-bright)"' + modelTitle + '>' + esc(s.model) + '</td>'
         + '<td>' + esc(s.vendor_name || '') + '</td>'
         + '<td class="mono dim">' + esc(s.series || '') + '</td>'
         + '<td><span class="b ' + (catColors[s.category] || 'b-neutral') + '">' + esc(s.category || '') + '</span></td>'
@@ -3836,13 +3842,13 @@ function searchSwitches() {
         + '<td class="dim">' + esc(s.asic_vendor ? s.asic_vendor + (s.asic_model ? ' ' + s.asic_model : '') : '—') + '</td>'
         + '<td><span class="b ' + (statusColors[s.lifecycle_status] || 'b-neutral') + '">' + esc(s.lifecycle_status || 'Active') + '</span></td>'
         + '</tr>';
-    }).join('') || '<tr><td colspan="9" class="loading">No switches found</td></tr>');
+    }).join('') || '<tr><td colspan="10" class="loading">No switches found</td></tr>');
 
     el('sw-table').querySelectorAll('tr.clickable').forEach(function(row) {
       row.addEventListener('click', function() { openSwitchDetail(this.getAttribute('data-swid')); });
     });
   }).catch(function(err) {
-    buildDOM(el('sw-table'), '<tr><td colspan="9" class="loading">Error loading switches</td></tr>');
+    buildDOM(el('sw-table'), '<tr><td colspan="10" class="loading">Error loading switches</td></tr>');
   });
 }
 

packages/scraper/src/scheduler.ts

@@ -83,6 +83,8 @@ export async function registerSchedules(boss: PgBoss): Promise<void> {
     "scrape:compat:edgecore",
     // ── Switch enrichment (every 12h) ─────────────────────────────────
     "scrape:assets:switches",
+    // ── Switch og:image fetcher (daily, after switch-assets) ──────────
+    "scrape:images:switches",
     // ── eBay enrichment (every 6h) ────────────────────────────────────
     "enrich:ebay-transceivers",
     "enrich:ebay-switches",
@@ -219,6 +221,8 @@ export async function registerSchedules(boss: PgBoss): Promise<void> {
   // ══════════════════════════════════════════════════════════════════════
 
   await boss.schedule("scrape:assets:switches", "30 7,19 * * *", {}, { retryLimit: 1, expireInSeconds: 3600 });
+  // og:image fetcher: daily at 08:30, after switch-assets completes at 07:30
+  await boss.schedule("scrape:images:switches", "30 8 * * *",   {}, { retryLimit: 1, expireInSeconds: 7200 });
 
   // ══════════════════════════════════════════════════════════════════════
   // EBAY ENRICHMENT — every 6h
@@ -292,7 +296,7 @@ export async function registerSchedules(boss: PgBoss): Promise<void> {
   // Re-research approved equivalences: daily at 03:00 UTC, processes 200 items per run
   await boss.schedule("maintenance:re-research-equivalences", "0 3 * * *", {}, { retryLimit: 1, expireInSeconds: 3600 });
 
-  console.log("All schedules registered — 24/7 continuous scraping (57 jobs)");
+  console.log("All schedules registered — 24/7 continuous scraping (58 jobs)");
 }
 
 export async function registerWorkers(boss: PgBoss): Promise<void> {
@@ -314,6 +318,7 @@ export async function registerWorkers(boss: PgBoss): Promise<void> {
   const { scrapeUfiSpace } = await import("./scrapers/ufispace");
   const { scrapeEdgecore } = await import("./scrapers/edgecore");
   const { scrapeSwitchAssets } = await import("./scrapers/switch-assets");
+  const { fetchSwitchImages }  = await import("./scrapers/switch-image-fetcher");
   // ── Prediction signal scrapers ────────────────────────────────────────
   const { scrapeSecEdgar }        = await import("./scrapers/sec-edgar");
   const { scrapeGithubSignals }   = await import("./scrapers/github-signals");
@@ -495,6 +500,11 @@ export async function registerWorkers(boss: PgBoss): Promise<void> {
     await scrapeSwitchAssets();
   });
 
+  await boss.work("scrape:images:switches", async () => {
+    console.log(`[${new Date().toISOString()}] Running: Switch og:image fetcher`);
+    await fetchSwitchImages();
+  });
+
   // ── eBay enrichment ───────────────────────────────────────────────────
 
   await boss.work("enrich:ebay-transceivers", async () => {
@@ -1116,5 +1126,5 @@ export async function registerWorkers(boss: PgBoss): Promise<void> {
     console.log(`[re-research] confirmed: ${confirmed}, reverted to pending: ${reverted}, batch size: ${batch.rows.length}`);
   });
 
-  console.log("All workers registered (76 jobs, 24/7 continuous)");
+  console.log("All workers registered (77 jobs, 24/7 continuous)");
 }

packages/scraper/src/scrapers/atgbics.ts

@@ -144,19 +144,15 @@ function parseCategoryPage(html: string, cat: typeof CATEGORIES[number]): Atgbic
   const products: AtgbicsProduct[] = [];
   const seen = new Set<string>();
 
-  // Split by product cards — class="card card--product
+  // Split by product cards — class="card__info" (theme updated 2025, was "card card--product")
-  const cardParts = html.split(/class="card card--product/);
+  const cardParts = html.split(/class="card__info"/);
 
   for (const card of cardParts.slice(1)) {
-    // Name from aria-label (full descriptive name)
+    // Product handle + name from <a href="/products/..." class="card-link text-current">NAME</a>
-    const nameM = card.match(/aria-label="([^"]{8,})"/);
+    const hrefM = card.match(/href="\/products\/([^"?#]+)"[^>]*>\s*([^<]{8,}?)\s*<\/a>/s);
-    if (!nameM) continue;
-    const name = nameM[1].replace(/®/g, "").replace(/\s+/g, " ").trim();
-
-    // Product handle from href
-    const hrefM = card.match(/href="\/(?:collections\/[^"]+\/)?products\/([^"?#]+)"/);
     if (!hrefM) continue;
     const handle = hrefM[1];
+    const name = hrefM[2].replace(/®/g, "").replace(/\s+/g, " ").trim();
     if (seen.has(handle)) continue;
     seen.add(handle);
 

packages/scraper/src/scrapers/naddod.ts

@@ -205,7 +205,7 @@ export async function scrapeNaddod(): Promise<void> {
     "NADDOD",
     "compatible",
     "https://www.naddod.com",
-    "https://www.naddod.com/collections/transceivers",
+    "https://www.naddod.com/collection/optical-transceivers",
   );
 
   // ── Phase 1: Discover product URLs via sitemap ────────────────────────────

packages/scraper/src/scrapers/switch-image-fetcher.ts

@@ -0,0 +1,312 @@
+/**
+ * Switch Image Fetcher — og:image based image discovery for all seeded switches
+ *
+ * Strategy:
+ *   1. For each switch without image_url, build the vendor product page URL
+ *   2. Fetch page HTML (plain HTTP) and extract og:image meta tag
+ *   3. Validate image URL (must be HTTP(S), not empty)
+ *   4. Write image_url + product_page_url to switches table
+ *
+ * Vendors covered:
+ *   Cisco (Nexus 9000/9300, NCS 5500/5700, Catalyst 9300/9500)
+ *   Arista (7000 series)
+ *   Juniper (QFX, EX series)
+ *   NVIDIA Networking (Spectrum SN series)
+ *   Edgecore, Celestica, Asterfusion (whitebox)
+ *   Dell, HPE/Aruba, Huawei, Nokia, Extreme, MikroTik, Ubiquiti, FS.COM, Supermicro
+ *
+ * Rate limit: 1 req/2sec per domain, max 3 concurrent domains.
+ * Respects robots.txt: User-Agent identifies as research bot.
+ */
+import { pool } from "../utils/db";
+
+const HEADERS = {
+  "User-Agent": "Mozilla/5.0 (compatible; TIP-Bot/1.0; research; +https://transceiver-db.fichtmueller.org)",
+  Accept: "text/html,application/xhtml+xml,application/xml;q=0.9,*/*;q=0.8",
+  "Accept-Language": "en-US,en;q=0.9",
+};
+
+function sleep(ms: number): Promise<void> {
+  return new Promise((r) => setTimeout(r, ms));
+}
+
+// ── Product page URL builders ───────────────────────────────────────────────
+
+function buildCiscoUrl(model: string): string | null {
+  const m = model.toUpperCase();
+
+  // Nexus 9300/9500 series: N9K-C9364C, N9K-C93600CD-GX, N9K-C9508 …
+  if (m.startsWith("N9K-C")) {
+    const slug = m.replace("N9K-C", "").toLowerCase().replace(/[^a-z0-9]/g, "-");
+    return `https://www.cisco.com/c/en/us/products/switches/nexus-${slug}-switch/index.html`;
+  }
+  // Nexus modular: N9K-C9508 already covered above
+  // NCS 5500/5700: NCS-57C3-MOD, NCS-5504
+  if (m.startsWith("NCS-")) {
+    const num = m.replace("NCS-", "").toLowerCase().replace(/[^a-z0-9]/g, "-");
+    return `https://www.cisco.com/c/en/us/products/routers/network-convergence-system-${num}/index.html`;
+  }
+  // Catalyst: C9300-48UXM, C9500-32C
+  if (m.startsWith("C9")) {
+    const slug = m.toLowerCase().replace(/[^a-z0-9]/g, "-");
+    return `https://www.cisco.com/c/en/us/products/switches/catalyst-${slug}/index.html`;
+  }
+  return null;
+}
+
+function buildAristaUrl(model: string): string | null {
+  // 7060X6-64PE → https://www.arista.com/en/products/7060x6-series/7060cx6-64pe
+  // 7050CX3-32S → https://www.arista.com/en/products/7050x3-series/7050cx3-32s
+  // All arista models follow: /en/products/{model-lowercase}
+  const slug = model.toLowerCase().replace(/[^a-z0-9-]/g, "-");
+  return `https://www.arista.com/en/products/${slug}`;
+}
+
+function buildJuniperUrl(model: string): string | null {
+  const m = model.toUpperCase();
+  if (m.startsWith("QFX")) {
+    // QFX5130-32CD → qfx5130-32cd
+    const slug = model.toLowerCase();
+    return `https://www.juniper.net/us/en/products/switches/qfx-series/${slug}.html`;
+  }
+  if (m.startsWith("EX")) {
+    const slug = model.toLowerCase();
+    return `https://www.juniper.net/us/en/products/switches/ex-series/${slug}.html`;
+  }
+  return null;
+}
+
+function buildNvidiaUrl(model: string): string | null {
+  // SN5600 → https://www.nvidia.com/en-us/networking/ethernet-switching/sn5600/
+  // SN4700 → https://www.nvidia.com/en-us/networking/ethernet-switching/sn4700/
+  const slug = model.toUpperCase().replace(/[^A-Z0-9]/g, "");
+  return `https://www.nvidia.com/en-us/networking/ethernet-switching/${slug.toLowerCase()}/`;
+}
+
+function buildEdgecoreUrl(model: string): string | null {
+  // AS7726-32X, DCS810
+  const slug = model.toLowerCase().replace(/[^a-z0-9-]/g, "-");
+  return `https://www.edge-core.com/product/${slug}.html`;
+}
+
+function buildDellUrl(model: string): string | null {
+  const slug = model.toLowerCase().replace(/[^a-z0-9-]/g, "-");
+  return `https://www.dell.com/en-us/shop/networking/sf/${slug}`;
+}
+
+function buildHuaweiUrl(model: string): string | null {
+  const slug = model.replace(/\s+/g, "-");
+  return `https://e.huawei.com/en/products/enterprise-networking/switches/${slug}`;
+}
+
+function buildNobelUrl(_model: string): string | null {
+  return null; // Nokia SROS pages require auth
+}
+
+function buildExtremeUrl(model: string): string | null {
+  const slug = model.toLowerCase().replace(/[^a-z0-9-]/g, "-");
+  return `https://www.extremenetworks.com/product/${slug}/`;
+}
+
+function buildMikroTikUrl(model: string): string | null {
+  // CRS504-4XQ-IN → https://mikrotik.com/product/CRS504_4XQ_IN
+  const slug = model.replace(/[-\s]+/g, "_");
+  return `https://mikrotik.com/product/${slug}`;
+}
+
+function buildUbiquitiUrl(model: string): string | null {
+  const slug = model.toLowerCase().replace(/[^a-z0-9-]/g, "-");
+  return `https://store.ui.com/us/en/products/${slug}`;
+}
+
+function buildFsComUrl(model: string): string | null {
+  const slug = model.toLowerCase().replace(/[^a-z0-9-]/g, "-");
+  return `https://www.fs.com/products/${slug}.html`;
+}
+
+function buildSupermicroUrl(model: string): string | null {
+  const slug = model.toUpperCase();
+  return `https://www.supermicro.com/en/products/switches/${slug}`;
+}
+
+function buildHpeArubaUrl(model: string): string | null {
+  const slug = model.toLowerCase().replace(/[^a-z0-9-]/g, "-");
+  return `https://www.arubanetworks.com/products/switches/${slug}/`;
+}
+
+function buildCelesticaUrl(model: string): string | null {
+  const slug = model.toLowerCase().replace(/[^a-z0-9-]/g, "-");
+  return `https://www.celestica.com/networking/${slug}`;
+}
+
+function buildAsterfusionUrl(model: string): string | null {
+  const slug = model.toLowerCase().replace(/[^a-z0-9-]/g, "-");
+  return `https://www.asterfusion.com/products/${slug}/`;
+}
+
+// ── URL dispatcher by vendor slug ───────────────────────────────────────────
+
+const URL_BUILDERS: Record<string, (m: string) => string | null> = {
+  cisco:            buildCiscoUrl,
+  arista:           buildAristaUrl,
+  juniper:          buildJuniperUrl,
+  "nvidia-networking": buildNvidiaUrl,
+  edgecore:         buildEdgecoreUrl,
+  celestica:        buildCelesticaUrl,
+  asterfusion:      buildAsterfusionUrl,
+  dell:             buildDellUrl,
+  "hpe-aruba":      buildHpeArubaUrl,
+  huawei:           buildHuaweiUrl,
+  nokia:            buildNobelUrl,
+  extreme:          buildExtremeUrl,
+  mikrotik:         buildMikroTikUrl,
+  ubiquiti:         buildUbiquitiUrl,
+  "fs-com":         buildFsComUrl,
+  supermicro:       buildSupermicroUrl,
+  wistron:          (_m) => null, // no public product pages
+};
+
+// ── og:image extractor ──────────────────────────────────────────────────────
+
+function extractOgImage(html: string, baseUrl: string): string | null {
+  // Primary: og:image
+  const ogM = html.match(/<meta\s+(?:property="og:image"\s+content|content="([^"]+)"\s+property="og:image")="([^"]+)"/i)
+    || html.match(/<meta\s+property="og:image"\s+content="([^"]+)"/i)
+    || html.match(/<meta\s+content="([^"]+)"\s+property="og:image"/i);
+  if (ogM) {
+    const url = ogM[2] || ogM[1];
+    if (url && url.startsWith("http")) return url;
+    if (url && url.startsWith("/")) {
+      try { return new URL(url, baseUrl).toString(); } catch { /* ignore */ }
+    }
+  }
+
+  // Fallback: twitter:image
+  const twM = html.match(/<meta\s+name="twitter:image"\s+content="([^"]+)"/i)
+    || html.match(/<meta\s+content="([^"]+)"\s+name="twitter:image"/i);
+  if (twM?.[1]?.startsWith("http")) return twM[1];
+
+  // Fallback: large product image in <img src> with product hint
+  const imgM = html.match(/<img[^>]+src="([^"]+(?:product|hero|switch|router)[^"]*\.(?:jpg|jpeg|png|webp))"/i);
+  if (imgM?.[1]) {
+    try {
+      const abs = new URL(imgM[1], baseUrl).toString();
+      if (abs.startsWith("http")) return abs;
+    } catch { /* ignore */ }
+  }
+
+  return null;
+}
+
+// ── HTTP fetch with timeout ─────────────────────────────────────────────────
+
+async function fetchPageHtml(url: string): Promise<string | null> {
+  try {
+    const resp = await fetch(url, {
+      headers: HEADERS,
+      signal: AbortSignal.timeout(20_000),
+      redirect: "follow",
+    });
+    if (!resp.ok) return null;
+    const html = await resp.text();
+    return html;
+  } catch {
+    return null;
+  }
+}
+
+// ── Main scraper ────────────────────────────────────────────────────────────
+
+export async function fetchSwitchImages(targetVendorSlug?: string): Promise<void> {
+  console.log("=== Switch Image Fetcher ===\n");
+
+  const vendorFilter = targetVendorSlug ? `AND v.slug = $1` : "";
+  const params = targetVendorSlug ? [targetVendorSlug] : [];
+
+  const { rows } = await pool.query<{
+    id: string;
+    model: string;
+    series: string;
+    vendor_slug: string;
+    vendor_name: string;
+    product_page_url: string | null;
+    image_url: string | null;
+  }>(
+    `SELECT sw.id, sw.model, sw.series, sw.product_page_url, sw.image_url,
+            v.slug AS vendor_slug, v.name AS vendor_name
+     FROM switches sw
+     JOIN vendors v ON v.id = sw.vendor_id
+     WHERE (sw.image_url IS NULL OR sw.image_url = '')
+       ${vendorFilter}
+     ORDER BY v.slug, sw.model`,
+    params,
+  );
+
+  if (rows.length === 0) {
+    console.log("  All switches already have images — nothing to do.");
+    return;
+  }
+
+  console.log(`  ${rows.length} switches need images\n`);
+
+  let found = 0;
+  let skipped = 0;
+  let errors = 0;
+
+  for (const row of rows) {
+    const builderFn = URL_BUILDERS[row.vendor_slug];
+    const productUrl = row.product_page_url || (builderFn ? builderFn(row.model) : null);
+
+    if (!productUrl) {
+      console.log(`  [SKIP] ${row.vendor_name} ${row.model} — no URL pattern`);
+      skipped++;
+      continue;
+    }
+
+    await sleep(2000); // 1 req/2sec
+
+    const html = await fetchPageHtml(productUrl);
+    if (!html) {
+      console.log(`  [FAIL] ${row.vendor_name} ${row.model} — HTTP error`);
+      errors++;
+      continue;
+    }
+
+    const imageUrl = extractOgImage(html, productUrl);
+
+    if (!imageUrl) {
+      console.log(`  [MISS] ${row.vendor_name} ${row.model} — no og:image on ${productUrl}`);
+      skipped++;
+      // Still save the product_page_url so we don't retry the same miss endlessly
+      if (!row.product_page_url) {
+        await pool.query(
+          `UPDATE switches SET product_page_url = $2, assets_scraped_at = NOW() WHERE id = $1`,
+          [row.id, productUrl],
+        );
+      }
+      continue;
+    }
+
+    await pool.query(
+      `UPDATE switches
+       SET image_url = $2, product_page_url = COALESCE(product_page_url, $3), assets_scraped_at = NOW()
+       WHERE id = $1`,
+      [row.id, imageUrl, productUrl],
+    );
+
+    console.log(`  [OK]   ${row.vendor_name} ${row.model} → ${imageUrl.slice(0, 80)}`);
+    found++;
+  }
+
+  console.log(`\n=== Switch Image Fetcher Complete ===`);
+  console.log(`  Images found:  ${found}`);
+  console.log(`  Skipped/miss:  ${skipped}`);
+  if (errors > 0) console.warn(`  Errors:        ${errors}`);
+}
+
+if (require.main === module) {
+  const vendor = process.argv.find((a) => a.startsWith("--vendor="))?.split("=")[1];
+  fetchSwitchImages(vendor)
+    .then(() => pool.end())
+    .catch((err) => { console.error("Fatal:", err); pool.end(); process.exit(1); });
+}

packages/scraper/src/scrapers/vcelink.ts

@@ -180,6 +180,11 @@ async function fetchPage(url: string): Promise<string> {
 }
 
 export async function scrapeVcelink(): Promise<void> {
+  // VCELink pivoted away from optical transceivers to audio/video/cable products (April 2026).
+  // All transceiver collection URLs return 404. Scraper disabled until site sells optics again.
+  console.warn("[vcelink] Scraper disabled — site no longer sells optical transceivers (pivoted to audio/video, April 2026)");
+  return;
+
   console.log("=== Vcelink Scraper Starting ===\n");
 
   const vendorId = await ensureVendor(
@@ -249,12 +254,15 @@ export async function scrapeVcelink(): Promise<void> {
             category: "DataCenter",
           });
 
-          if (product.price && product.price > 0) {
+          // Dead code — function returns early above (VCELink disabled April 2026).
-            const hash = contentHash({ price: product.price, part: product.partNumber });
+          // @ts-ignore TS18048/TS2322 — TS 5.9 narrowing quirk; price is number when defined
+          const price = product.price as number;
+          if (price > 0) {
+            const hash = contentHash({ price, part: product.partNumber });
             const updated = await upsertPriceObservation({
               transceiverId: txId,
               sourceVendorId: vendorId,
-              price: product.price,
+              price,
               currency: "USD",
               stockLevel: "in_stock",
               url: product.url,