diff --git a/.github/workflows/screenshots-capture.yml b/.github/workflows/screenshots-capture.yml
index b31f4e72..59161d71 100644
--- a/.github/workflows/screenshots-capture.yml
+++ b/.github/workflows/screenshots-capture.yml
@@ -45,6 +45,8 @@ jobs:
 
       - name: Build the frontend
         run: bun run build
+        env:
+          VITE_FEATURE_FLAG_COLLECTOR_PAGE: "true"
 
       - name: Create screenshots directory
         run: mkdir -p screenshots
diff --git a/ecosystem-explorer/scripts/take-screenshots.mjs b/ecosystem-explorer/scripts/take-screenshots.mjs
index 75e6138b..b09dbc56 100644
--- a/ecosystem-explorer/scripts/take-screenshots.mjs
+++ b/ecosystem-explorer/scripts/take-screenshots.mjs
@@ -24,9 +24,23 @@ const SCREENSHOTS_DIR = path.resolve("screenshots");
 const PORT = 4173;
 const BASE_URL = `http://localhost:${PORT}`;
 
-// Pick an instrumentation known to have telemetry and configuration data
-const DETAIL_VERSION = "2.25.0";
+// Resolve latest versions at runtime from the generated data files.
+// This prevents the script from going stale when new versions are released.
+function resolveLatestVersion(indexPath) {
+  const index = JSON.parse(fs.readFileSync(indexPath, "utf-8"));
+  const latest = index.versions.find((v) => v.is_latest);
+  if (!latest) throw new Error(`No latest version found in ${indexPath}`);
+  return latest.version;
+}
+
+const DETAIL_VERSION = resolveLatestVersion(
+  path.resolve("public/data/javaagent/versions-index.json")
+);
 const DETAIL_NAME = "spring-webmvc-6.0";
+const COLLECTOR_VERSION = resolveLatestVersion(
+  path.resolve("public/data/collector/versions-index.json")
+);
+const COLLECTOR_DETAIL_ID = "core-receiver-otlpreceiver";
 
 // Viewport sizes captured for each page. Edit here to add, remove, or resize.
 const VIEWPORTS = [
@@ -104,6 +118,16 @@ async function clickTab(page, name) {
   }
 }
 
+async function assertNoError(page, url) {
+  const errorHeading = page.getByRole("heading", { name: /error/i });
+  const notFound = page.getByRole("heading", { name: /not found/i });
+  const hasError = await errorHeading.isVisible().catch(() => false);
+  const has404 = await notFound.isVisible().catch(() => false);
+  if (hasError || has404) {
+    throw new Error(`Screenshot aborted: error page detected at ${url}`);
+  }
+}
+
 async function takeScreenshots() {
   const server = await startServer();
   let browser;
@@ -150,6 +174,7 @@ async function takeScreenshots() {
       // 1. Home page
       await page.goto(BASE_URL, { waitUntil: "domcontentloaded", timeout: 10000 });
       await page.waitForSelector("h1", { state: "visible", timeout: 5000 });
+      await assertNoError(page, BASE_URL);
       await page.screenshot({ path: p("home") });
 
       // 2. Java agent instrumentation list
@@ -158,20 +183,24 @@ async function takeScreenshots() {
         timeout: 10000,
       });
       await settle(page);
+      await assertNoError(page, `${BASE_URL}/java-agent/instrumentation`);
       await page.screenshot({ path: p("instrumentation-list") });
 
       // 3. Java agent instrumentation detail - Details tab
       const detailUrl = `${BASE_URL}/java-agent/instrumentation/${DETAIL_VERSION}/${DETAIL_NAME}`;
       await page.goto(detailUrl, { waitUntil: "domcontentloaded", timeout: 10000 });
       await settle(page);
+      await assertNoError(page, detailUrl);
       await page.screenshot({ path: p("detail-details"), fullPage: true });
 
       // 4. Telemetry tab (skipped gracefully if tabs aren't present in this branch)
       await clickTab(page, "Telemetry");
+      await assertNoError(page, detailUrl);
       await page.screenshot({ path: p("detail-telemetry"), fullPage: true });
 
       // 5. Configuration tab (skipped gracefully if tabs aren't present in this branch)
       await clickTab(page, "Configuration");
+      await assertNoError(page, detailUrl);
       await page.screenshot({ path: p("detail-configuration"), fullPage: true });
 
       // 6. Collector list
@@ -180,14 +209,17 @@ async function takeScreenshots() {
         timeout: 10000,
       });
       await settle(page);
+      await assertNoError(page, `${BASE_URL}/collector/components`);
       await page.screenshot({ path: p("collector-list") });
 
       // 7. Collector detail
-      await page.goto(`${BASE_URL}/collector/components/latest/receiver-otlp`, {
+      const collectorDetailUrl = `${BASE_URL}/collector/components/${COLLECTOR_VERSION}/${COLLECTOR_DETAIL_ID}`;
+      await page.goto(collectorDetailUrl, {
         waitUntil: "domcontentloaded",
         timeout: 10000,
       });
       await settle(page);
+      await assertNoError(page, collectorDetailUrl);
       await page.screenshot({ path: p("collector-detail"), fullPage: true });
 
       logTime(`${viewport.name} done`);