diff --git a/src/App.vue b/src/App.vue
index 9ec886dd76..d3db93bdcf 100644
--- a/src/App.vue
+++ b/src/App.vue
@@ -9,15 +9,19 @@ import { captureException } from '@sentry/vue'
 import BlockUI from 'primevue/blockui'
 import { computed, onMounted, watch } from 'vue'
 
+import { useI18n } from 'vue-i18n'
+
 import GlobalDialog from '@/components/dialog/GlobalDialog.vue'
 import config from '@/config'
+import { isDesktop } from '@/platform/distribution/types'
+import { useToastStore } from '@/platform/updates/common/toastStore'
+import { app } from '@/scripts/app'
 import { useWorkspaceStore } from '@/stores/workspaceStore'
+import { electronAPI } from '@/utils/envUtil'
+import { parsePreloadError } from '@/utils/preloadErrorUtil'
 import { useConflictDetection } from '@/workbench/extensions/manager/composables/useConflictDetection'
 
-import { electronAPI } from '@/utils/envUtil'
-import { isDesktop } from '@/platform/distribution/types'
-import { app } from '@/scripts/app'
-
+const { t } = useI18n()
 const workspaceStore = useWorkspaceStore()
 app.extensionManager = useWorkspaceStore()
 
@@ -45,6 +49,19 @@ const showContextMenu = (event: MouseEvent) => {
   }
 }
 
+function handleResourceError(url: string, tagName: string) {
+  console.error('[resource:loadError]', { url, tagName })
+
+  if (__DISTRIBUTION__ === 'cloud') {
+    captureException(new Error(`Resource load failed: ${url}`), {
+      tags: {
+        error_type: 'resource_load_error',
+        tag_name: tagName
+      }
+    })
+  }
+}
+
 onMounted(() => {
   window['__COMFYUI_FRONTEND_VERSION__'] = config.app_version
 
@@ -56,15 +73,56 @@ onMounted(() => {
   // See: https://vite.dev/guide/build#load-error-handling
   window.addEventListener('vite:preloadError', (event) => {
     event.preventDefault()
+    const info = parsePreloadError(event.payload)
+    console.error('[vite:preloadError]', {
+      url: info.url,
+      fileType: info.fileType,
+      chunkName: info.chunkName,
+      message: info.message
+    })
     if (__DISTRIBUTION__ === 'cloud') {
       captureException(event.payload, {
-        tags: { error_type: 'vite_preload_error' }
+        tags: {
+          error_type: 'vite_preload_error',
+          file_type: info.fileType,
+          chunk_name: info.chunkName ?? undefined
+        },
+        contexts: {
+          preload: {
+            url: info.url,
+            fileType: info.fileType,
+            chunkName: info.chunkName
+          }
+        }
       })
-    } else {
-      console.error('[vite:preloadError]', event.payload)
     }
+    useToastStore().add({
+      severity: 'error',
+      summary: t('g.preloadErrorTitle'),
+      detail: t('g.preloadError'),
+      life: 10000
+    })
   })
 
+  // Capture resource load failures (CSS, scripts) in non-localhost distributions
+  if (__DISTRIBUTION__ !== 'localhost') {
+    window.addEventListener(
+      'error',
+      (event) => {
+        const target = event.target
+        if (target instanceof HTMLScriptElement) {
+          handleResourceError(target.src, 'script')
+        } else if (
+          target instanceof HTMLLinkElement &&
+          target.rel === 'stylesheet'
+        ) {
+          handleResourceError(target.href, 'link')
+        }
+      },
+      true
+    )
+  }
+
   // Initialize conflict detection in background
   // This runs async and doesn't block UI setup
   void conflictDetection.initializeConflictDetection()
diff --git a/src/locales/en/main.json b/src/locales/en/main.json
index ce18b2ce1c..761a746bed 100644
--- a/src/locales/en/main.json
+++ b/src/locales/en/main.json
@@ -326,6 +326,8 @@
     "nightly": "NIGHTLY",
     "profile": "Profile",
     "noItems": "No items",
+    "preloadError": "A required resource failed to load. Please reload the page.",
+    "preloadErrorTitle": "Loading Error",
     "recents": "Recents",
     "partner": "Partner",
     "collapseAll": "Collapse all",
diff --git a/src/utils/preloadErrorUtil.test.ts b/src/utils/preloadErrorUtil.test.ts
new file mode 100644
index 0000000000..1527ea0a46
--- /dev/null
+++ b/src/utils/preloadErrorUtil.test.ts
@@ -0,0 +1,92 @@
+import { describe, expect, it } from 'vitest'
+
+import { parsePreloadError } from './preloadErrorUtil'
+
+describe('parsePreloadError', () => {
+  it('parses CSS preload error', () => {
+    const error = new Error(
+      'Unable to preload CSS for /assets/vendor-vue-core-abc123.css'
+    )
+    const result = parsePreloadError(error)
+
+    expect(result.url).toBe('/assets/vendor-vue-core-abc123.css')
+    expect(result.fileType).toBe('css')
+    expect(result.chunkName).toBe('vendor-vue-core')
+    expect(result.message).toBe(error.message)
+  })
+
+  it('parses dynamically imported module error', () => {
+    const error = new Error(
+      'Failed to fetch dynamically imported module: https://example.com/assets/vendor-three-def456.js'
+    )
+    const result = parsePreloadError(error)
+
+    expect(result.url).toBe('https://example.com/assets/vendor-three-def456.js')
+    expect(result.fileType).toBe('js')
+    expect(result.chunkName).toBe('vendor-three')
+  })
+
+  it('extracts URL from generic error message', () => {
+    const error = new Error(
+      'Something went wrong loading https://cdn.example.com/assets/app-9f8e7d.js'
+    )
+    const result = parsePreloadError(error)
+
+    expect(result.url).toBe('https://cdn.example.com/assets/app-9f8e7d.js')
+    expect(result.fileType).toBe('js')
+    expect(result.chunkName).toBe('app')
+  })
+
+  it('returns null url when no URL found', () => {
+    const error = new Error('Something failed')
+    const result = parsePreloadError(error)
+
+    expect(result.url).toBeNull()
+    expect(result.fileType).toBe('unknown')
+    expect(result.chunkName).toBeNull()
+  })
+
+  it('detects font file types', () => {
+    const error = new Error(
+      'Unable to preload CSS for /assets/inter-abc123.woff2'
+    )
+    const result = parsePreloadError(error)
+
+    expect(result.fileType).toBe('font')
+  })
+
+  it('detects image file types', () => {
+    const error = new Error('Unable to preload CSS for /assets/logo-abc123.png')
+    const result = parsePreloadError(error)
+
+    expect(result.fileType).toBe('image')
+  })
+
+  it('handles mjs extension', () => {
+    const error = new Error(
+      'Failed to fetch dynamically imported module: /assets/chunk-abc123.mjs'
+    )
+    const result = parsePreloadError(error)
+
+    expect(result.fileType).toBe('js')
+  })
+
+  it('handles URLs with query parameters', () => {
+    const error = new Error(
+      'Unable to preload CSS for /assets/style-abc123.css?v=2'
+    )
+    const result = parsePreloadError(error)
+
+    expect(result.url).toBe('/assets/style-abc123.css?v=2')
+    expect(result.fileType).toBe('css')
+  })
+
+  it('extracts chunk name from filename without hash', () => {
+    const error = new Error(
+      'Failed to fetch dynamically imported module: /assets/index.js'
+    )
+    const result = parsePreloadError(error)
+
+    expect(result.chunkName).toBe('index')
+  })
+})
diff --git a/src/utils/preloadErrorUtil.ts b/src/utils/preloadErrorUtil.ts
new file mode 100644
index 0000000000..a5e0332814
--- /dev/null
+++ b/src/utils/preloadErrorUtil.ts
@@ -0,0 +1,77 @@
+type PreloadFileType = 'js' | 'css' | 'font' | 'image' | 'unknown'
+
+interface PreloadErrorInfo {
+  url: string | null
+  fileType: PreloadFileType
+  chunkName: string | null
+  message: string
+}
+
+const CSS_PRELOAD_RE = /Unable to preload CSS for (.+)/
+const JS_DYNAMIC_IMPORT_RE =
+  /Failed to fetch dynamically imported module:\s*(.+)/
+const URL_FALLBACK_RE = /https?:\/\/[^\s"')]+/
+
+const FONT_EXTENSIONS = new Set(['woff', 'woff2', 'ttf', 'otf', 'eot'])
+const IMAGE_EXTENSIONS = new Set([
+  'png',
+  'jpg',
+  'jpeg',
+  'gif',
+  'svg',
+  'webp',
+  'avif',
+  'ico'
+])
+
+function extractUrl(message: string): string | null {
+  const cssMatch = message.match(CSS_PRELOAD_RE)
+  if (cssMatch) return cssMatch[1].trim()
+
+  const jsMatch = message.match(JS_DYNAMIC_IMPORT_RE)
+  if (jsMatch) return jsMatch[1].trim()
+
+  const fallbackMatch = message.match(URL_FALLBACK_RE)
+  if (fallbackMatch) return fallbackMatch[0]
+
+  return null
+}
+
+function detectFileType(url: string): PreloadFileType {
+  const pathname = new URL(url, 'https://cloud.comfy.org').pathname
+  const ext = pathname.split('.').pop()?.toLowerCase()
+  if (!ext) return 'unknown'
+
+  // Strip query params from extension
+  const cleanExt = ext.split('?')[0]
+
+  if (cleanExt === 'js' || cleanExt === 'mjs') return 'js'
+  if (cleanExt === 'css') return 'css'
+  if (FONT_EXTENSIONS.has(cleanExt)) return 'font'
+  if (IMAGE_EXTENSIONS.has(cleanExt)) return 'image'
+  return 'unknown'
+}
+
+function extractChunkName(url: string): string | null {
+  const pathname = new URL(url, 'https://cloud.comfy.org').pathname
+  const filename = pathname.split('/').pop()
+  if (!filename) return null
+
+  // Strip extension
+  const nameWithoutExt = filename.replace(/\.[^.]+$/, '')
+  // Strip hash suffix (e.g. "vendor-vue-core-abc123" -> "vendor-vue-core")
+  const withoutHash = nameWithoutExt.replace(/-[a-f0-9]{6,}$/, '')
+  return withoutHash || null
+}
+
+export function parsePreloadError(error: Error): PreloadErrorInfo {
+  const message = error.message || String(error)
+  const url = extractUrl(message)
+
+  return {
+    url,
+    fileType: url ? detectFileType(url) : 'unknown',
+    chunkName: url ? extractChunkName(url) : null,
+    message
+  }
+}