diff --git a/src/Snap.Hutao/Snap.Hutao/Core/Caching/ImageCache.cs b/src/Snap.Hutao/Snap.Hutao/Core/Caching/ImageCache.cs
index ec25bf9e..af792574 100644
--- a/src/Snap.Hutao/Snap.Hutao/Core/Caching/ImageCache.cs
+++ b/src/Snap.Hutao/Snap.Hutao/Core/Caching/ImageCache.cs
@@ -1,6 +1,7 @@
 // Copyright (c) DGP Studio. All rights reserved.
 // Licensed under the MIT license.
 
+using Microsoft.Extensions.Caching.Memory;
 using Snap.Hutao.Core.DependencyInjection.Annotation.HttpClient;
 using Snap.Hutao.Core.IO;
 using Snap.Hutao.Core.IO.Hashing;
@@ -28,6 +29,7 @@ namespace Snap.Hutao.Core.Caching;
 internal sealed partial class ImageCache : IImageCache, IImageCacheFilePathOperation
 {
     private const string CacheFolderName = nameof(ImageCache);
+    private const string CacheFailedDownloadTasksName = $"{nameof(ImageCache)}.FailedDownloadTasks";
 
     private readonly FrozenDictionary<int, TimeSpan> retryCountToDelay = FrozenDictionary.ToFrozenDictionary(
     [
@@ -38,10 +40,11 @@ internal sealed partial class ImageCache : IImageCache, IImageCacheFilePathOpera
 
     private readonly ConcurrentDictionary<string, Task> concurrentTasks = new();
 
-    private readonly IHttpClientFactory httpClientFactory;
     private readonly IHttpRequestMessageBuilderFactory httpRequestMessageBuilderFactory;
+    private readonly IHttpClientFactory httpClientFactory;
     private readonly IServiceProvider serviceProvider;
     private readonly ILogger<ImageCache> logger;
+    private readonly IMemoryCache memoryCache;
 
     private string? baseFolder;
     private string? cacheFolder;
@@ -192,6 +195,16 @@ internal sealed partial class ImageCache : IImageCache, IImageCacheFilePathOpera
 
                     if (responseMessage.IsSuccessStatusCode)
                     {
+                        if (responseMessage.Content.Headers.ContentType?.MediaType is "application/json")
+                        {
+#if DEBUG
+                            DebugTrack(uri);
+#endif
+                            string raw = await responseMessage.Content.ReadAsStringAsync().ConfigureAwait(false);
+                            logger.LogColorizedCritical("Failed to download '{Uri}' with unexpected body '{Raw}'", (uri, ConsoleColor.Red), (raw, ConsoleColor.DarkYellow));
+                            return;
+                        }
+
                         using (Stream httpStream = await responseMessage.Content.ReadAsStreamAsync().ConfigureAwait(false))
                         {
                             using (FileStream fileStream = File.Create(baseFile))
@@ -214,10 +227,25 @@ internal sealed partial class ImageCache : IImageCache, IImageCacheFilePathOpera
                             }
 
                         default:
+#if DEBUG
+                            DebugTrack(uri);
+#endif
+                            logger.LogColorizedCritical("Failed to download '{Uri}' with status code '{StatusCode}'", (uri, ConsoleColor.Red), (responseMessage.StatusCode, ConsoleColor.DarkYellow));
                             return;
                     }
                 }
             }
         }
     }
-}
\ No newline at end of file
+}
+
+#if DEBUG
+internal partial class ImageCache
+{
+    private void DebugTrack(Uri uri)
+    {
+        HashSet<string>? set = memoryCache.GetOrCreate(CacheFailedDownloadTasksName, entry => entry.Value ??= new HashSet<string>()) as HashSet<string>;
+        set?.Add(uri.ToString());
+    }
+}
+#endif
\ No newline at end of file
diff --git a/src/Snap.Hutao/Snap.Hutao/Core/Logging/LoggerExtension.cs b/src/Snap.Hutao/Snap.Hutao/Core/Logging/LoggerExtension.cs
index 199194dd..747a3471 100644
--- a/src/Snap.Hutao/Snap.Hutao/Core/Logging/LoggerExtension.cs
+++ b/src/Snap.Hutao/Snap.Hutao/Core/Logging/LoggerExtension.cs
@@ -151,7 +151,7 @@ internal static class LoggerExtension
                     }
                     else
                     {
-                        resultMessageBuilder.Append(ConsoleVirtualTerminalSequences.Default);
+                        resultMessageBuilder.Append(ConsoleVirtualTerminalSequences.ForegroundWhite);
                     }
                 }
             }
@@ -164,7 +164,7 @@ internal static class LoggerExtension
         // Restore default colors
         if (message.ForegroundColor.HasValue || message.BackgroundColor.HasValue)
         {
-            resultMessageBuilder.Append(ConsoleVirtualTerminalSequences.Default);
+            resultMessageBuilder.Append(ConsoleVirtualTerminalSequences.ForegroundWhite);
         }
 
         return resultMessageBuilder.ToString();
diff --git a/src/Snap.Hutao/Snap.Hutao/View/Page/TestPage.xaml b/src/Snap.Hutao/Snap.Hutao/View/Page/TestPage.xaml
index 581fe913..d0229615 100644
--- a/src/Snap.Hutao/Snap.Hutao/View/Page/TestPage.xaml
+++ b/src/Snap.Hutao/Snap.Hutao/View/Page/TestPage.xaml
@@ -91,6 +91,13 @@
                     Style="{ThemeResource SettingButtonStyle}"/>
             </cwc:SettingsCard>
 
+            <cwc:SettingsCard Header="[Debug Only] Print ImageCache Failed Download Tasks">
+                <Button
+                    Command="{Binding DebugPrintImageCacheFailedDownloadTasksCommand}"
+                    Content="Log"
+                    Style="{ThemeResource SettingButtonStyle}"/>
+            </cwc:SettingsCard>
+
             <cwc:SettingsCard Header="Suppress Metadata Initialization">
                 <ToggleSwitch IsOn="{Binding SuppressMetadataInitialization, Mode=TwoWay}"/>
             </cwc:SettingsCard>
diff --git a/src/Snap.Hutao/Snap.Hutao/ViewModel/TestViewModel.cs b/src/Snap.Hutao/Snap.Hutao/ViewModel/TestViewModel.cs
index aac1019e..dc3bf07e 100644
--- a/src/Snap.Hutao/Snap.Hutao/ViewModel/TestViewModel.cs
+++ b/src/Snap.Hutao/Snap.Hutao/ViewModel/TestViewModel.cs
@@ -1,6 +1,8 @@
 // Copyright (c) DGP Studio. All rights reserved.
 // Licensed under the MIT license.
 
+using Microsoft.Extensions.Caching.Memory;
+using Snap.Hutao.Core.Caching;
 using Snap.Hutao.Core.Setting;
 using Snap.Hutao.Service.Notification;
 using Snap.Hutao.ViewModel.Guide;
@@ -18,6 +20,8 @@ internal sealed partial class TestViewModel : Abstraction.ViewModel
 {
     private readonly HutaoAsAServiceClient homaAsAServiceClient;
     private readonly IInfoBarService infoBarService;
+    private readonly ILogger<TestViewModel> logger;
+    private readonly IMemoryCache memoryCache;
     private readonly ITaskContext taskContext;
     private readonly MainWindow mainWindow;
 
@@ -123,4 +127,13 @@ internal sealed partial class TestViewModel : Abstraction.ViewModel
             Announcement = new();
         }
     }
+
+    [Command("DebugPrintImageCacheFailedDownloadTasksCommand")]
+    private void DebugPrintImageCacheFailedDownloadTasks()
+    {
+        if (memoryCache.TryGetValue($"{nameof(ImageCache)}.FailedDownloadTasks", out HashSet<string>? set))
+        {
+            logger.LogInformation("Failed ImageCache download tasks: [{Tasks}]", set?.ToString(','));
+        }
+    }
 }
\ No newline at end of file