diff --git a/src/components/BlogList.tsx b/src/components/BlogList.tsx
index d50624c..6189844 100644
--- a/src/components/BlogList.tsx
+++ b/src/components/BlogList.tsx
@@ -48,14 +48,22 @@ export default function BlogList({ posts, lang, baseUrl = '/blog/posts/' }: Blog
                   
                   {/* Tags */}
                   <div className="flex flex-wrap gap-2 mb-4">
-                    {post.tags.map((tag, tagIndex) => (
-                      <span 
-                        key={`${tag}-${tagIndex}`}
-                        className="px-2 py-1 text-xs bg-muted text-muted-foreground rounded-full"
-                      >
-                        {tag}
-                      </span>
-                    ))}
+                    {post.tags.map((tag, tagIndex) => {
+                      // 使用 tagId 如果存在，否则使用 tag 本身
+                      const tagRoute = post.tagId && Array.isArray(post.tagId) && tagIndex < post.tagId.length
+                        ? post.tagId[tagIndex]
+                        : tag.toLowerCase();
+                      
+                      return (
+                        <a 
+                          href={`/${lang === 'en' ? '' : 'zh/'}blog/tags/${encodeURIComponent(tagRoute)}`}
+                          key={`${tag}-${tagIndex}`}
+                          className="px-2 py-1 text-xs bg-muted text-muted-foreground rounded-full hover:bg-muted/80 transition-colors"
+                        >
+                          # {tag}
+                        </a>
+                      );
+                    })}
                   </div>
                 </div>
                 
diff --git a/src/components/blog/PostMeta.astro b/src/components/blog/PostMeta.astro
index 61c18cb..0209c43 100644
--- a/src/components/blog/PostMeta.astro
+++ b/src/components/blog/PostMeta.astro
@@ -7,7 +7,9 @@ export interface Props {
   publishDate?: string;
   readingTime?: number;
   tags?: string[];
+  tagId?: string[];
   category?: string | string[];
+  categoryId?: string[] | string;
   className?: string;
 }
 
@@ -16,7 +18,9 @@ const {
   publishDate, 
   readingTime, 
   tags, 
+  tagId, 
   category, 
+  categoryId, 
   className = '' 
 } = Astro.props;
 
@@ -84,19 +88,26 @@ const getReadingTimeText = (minutes: number) => {
       {category && (
         <div class="space-y-2">
           <div class="text-xs font-medium text-muted-foreground uppercase tracking-wide">
-            分类
+            {lang === 'zh' ? '分类' : 'Categories'}
           </div>
           <div class="flex gap-2 flex-wrap">
             {Array.isArray(category) ? (
-              category.map((cat) => (
-                <span class="inline-flex items-center px-3 py-1.5 rounded-full text-xs font-medium bg-gradient-to-r from-purple-500 to-purple-600 text-white shadow-sm hover:shadow-md transition-all duration-200 hover:scale-105">
-                  {cat}
-                </span>
-              ))
+              category.map((cat, index) => {
+                // 获取对应的 categoryId，如果存在
+                const catId = categoryId && Array.isArray(categoryId) && index < categoryId.length 
+                  ? categoryId[index] 
+                  : cat.toLowerCase();
+                
+                return (
+                  <a href={`/${lang === 'en' ? '' : 'zh/'}blog/categories/${encodeURIComponent(catId)}`} class="inline-flex items-center px-3 py-1.5 rounded-full text-xs font-medium bg-gradient-to-r from-purple-500 to-purple-600 text-white shadow-sm hover:shadow-md transition-all duration-200 hover:scale-105">
+                    {cat}
+                  </a>
+                );
+              })
             ) : (
-              <span class="inline-flex items-center px-3 py-1.5 rounded-full text-xs font-medium bg-gradient-to-r from-purple-500 to-purple-600 text-white shadow-sm hover:shadow-md transition-all duration-200 hover:scale-105">
+              <a href={`/${lang === 'en' ? '' : 'zh/'}blog/categories/${encodeURIComponent(categoryId?.toString() || category.toLowerCase())}`} class="inline-flex items-center px-3 py-1.5 rounded-full text-xs font-medium bg-gradient-to-r from-purple-500 to-purple-600 text-white shadow-sm hover:shadow-md transition-all duration-200 hover:scale-105">
                 {category}
-              </span>
+              </a>
             )}
           </div>
         </div>
@@ -106,14 +117,21 @@ const getReadingTimeText = (minutes: number) => {
       {tags && tags.length > 0 && (
         <div class="space-y-2">
           <div class="text-xs font-medium text-muted-foreground uppercase tracking-wide">
-            标签
+            {lang === 'zh' ? '标签' : 'Tags'}
           </div>
           <div class="flex gap-2 flex-wrap">
-            {tags.map((tag) => (
-              <span class="inline-flex items-center px-2.5 py-1 rounded-md text-xs font-medium bg-gray-100 text-gray-700 hover:bg-gray-200 dark:bg-gray-800 dark:text-gray-300 dark:hover:bg-gray-700 transition-colors border border-gray-200 dark:border-gray-600">
-                # {tag}
-              </span>
-            ))}
+            {tags.map((tag, index) => {
+              // 获取对应的 tagId，如果存在
+              const tagRoute = tagId && Array.isArray(tagId) && index < tagId.length 
+                ? tagId[index] 
+                : tag.toLowerCase();
+              
+              return (
+                <a href={`/${lang === 'en' ? '' : 'zh/'}blog/tags/${encodeURIComponent(tagRoute)}`} class="inline-flex items-center px-2.5 py-1 rounded-md text-xs font-medium bg-gray-100 text-gray-700 hover:bg-gray-200 dark:bg-gray-800 dark:text-gray-300 dark:hover:bg-gray-700 transition-colors border border-gray-200 dark:border-gray-600">
+                  # {tag}
+                </a>
+              );
+            })}
           </div>
         </div>
       )}
diff --git a/src/layouts/BlogPostLayout.astro b/src/layouts/BlogPostLayout.astro
index 8d64b14..8439d37 100644
--- a/src/layouts/BlogPostLayout.astro
+++ b/src/layouts/BlogPostLayout.astro
@@ -23,7 +23,9 @@ const {
   publishDate,
   date,
   tags,
+  tagId,
   category,
+  categoryId,
   readTime,
 } = frontmatter;
 
@@ -85,7 +87,9 @@ const finalReadingTime = readTime ? parseInt(readTime.replace(/\D/g, '')) : unde
                   publishDate={finalPublishDate}
                   readingTime={finalReadingTime}
                   tags={tags}
+                  tagId={tagId}
                   category={category}
+                  categoryId={categoryId}
                   className="justify-start"
                 />
               </header>
diff --git a/src/pages/blog/categories/[category].astro b/src/pages/blog/categories/[category].astro
index ada5190..c489da4 100644
--- a/src/pages/blog/categories/[category].astro
+++ b/src/pages/blog/categories/[category].astro
@@ -9,11 +9,22 @@ import { type BlogPost } from '@/types';
 export async function getStaticPaths() {
   const allPosts = await Astro.glob('../posts/*.md');
   
-  // 收集所有分类
+  // 收集所有分类ID或分类
   const uniqueCategories = new Set<string>();
   
   allPosts.forEach(post => {
-    if (post.frontmatter?.category) {
+    // 优先使用 categoryId 作为路由标识符
+    if (post.frontmatter?.categoryId) {
+      const categoryIds = Array.isArray(post.frontmatter.categoryId) 
+        ? post.frontmatter.categoryId 
+        : [post.frontmatter.categoryId];
+      
+      categoryIds.forEach(categoryId => {
+        if (categoryId) uniqueCategories.add(categoryId.toLowerCase());
+      });
+    }
+    // 如果没有 categoryId，则使用 category 作为后备
+    else if (post.frontmatter?.category) {
       const categories = Array.isArray(post.frontmatter.category) 
         ? post.frontmatter.category 
         : [post.frontmatter.category];
@@ -49,8 +60,18 @@ const allPosts = await Astro.glob('../posts/*.md');
 // 处理博客文章数据
 const blogPosts: BlogPost[] = allPosts
   .filter(post => {
-    // 检查文章是否属于当前分类
-    if (post.frontmatter?.category) {
+    // 优先检查文章是否包含当前分类ID
+    if (post.frontmatter?.categoryId) {
+      const postCategoryIds = Array.isArray(post.frontmatter.categoryId)
+        ? post.frontmatter.categoryId
+        : [post.frontmatter.categoryId];
+      
+      return postCategoryIds.some(catId => 
+        catId.toLowerCase() === decodedCategory.toLowerCase()
+      );
+    }
+    // 如果没有 categoryId，则检查 category
+    else if (post.frontmatter?.category) {
       const postCategories = Array.isArray(post.frontmatter.category)
         ? post.frontmatter.category
         : [post.frontmatter.category];
@@ -114,7 +135,7 @@ allPosts.forEach(post => {
 
 // 转换为数组并排序
 const categories = Array.from(allCategories).sort();
-const tags = Array.from(allTags).map(tag => `#${tag}`).sort();
+const tags = Array.from(allTags).map(tag => `# ${tag}`).sort();
 
 // 获取当前分类的格式化名称（首字母大写）
 const formattedCategory = decodedCategory.charAt(0).toUpperCase() + decodedCategory.slice(1);
@@ -171,7 +192,7 @@ const pageDescription = `Explore articles about ${formattedCategory}. Dive into
             </h3>
             <div class="flex flex-wrap gap-2">
               {tags.map((tag) => (
-                <a href={`/blog/tags/${encodeURIComponent(tag.slice(1).toLowerCase())}`} 
+                <a href={`/blog/tags/${encodeURIComponent(tag.slice(2).toLowerCase())}`} 
                    class="inline-block px-3 py-1 text-sm bg-muted text-muted-foreground rounded-full hover:bg-purple-500/20 hover:text-purple-500 transition-all duration-200">
                   {tag}
                 </a>
diff --git a/src/pages/blog/index.astro b/src/pages/blog/index.astro
index 0de5895..a36bfc1 100644
--- a/src/pages/blog/index.astro
+++ b/src/pages/blog/index.astro
@@ -24,6 +24,9 @@ const blogPosts: BlogPost[] = allPosts.map((post) => {
     image: post.frontmatter.image || defaultImage,
     slug: slug,
     tags: post.frontmatter.tags || [],
+    tagId: post.frontmatter.tagId || [],
+    category: Array.isArray(post.frontmatter.category) ? post.frontmatter.category : post.frontmatter.category ? [post.frontmatter.category] : [],
+    categoryId: Array.isArray(post.frontmatter.categoryId) ? post.frontmatter.categoryId : post.frontmatter.categoryId ? [post.frontmatter.categoryId] : [],
     date: post.frontmatter.date || post.frontmatter.pubDate || '',
     readTime: post.frontmatter.readTime || post.frontmatter.readingTime || '5 min read',
   };
@@ -65,7 +68,7 @@ allPosts.forEach(post => {
 
 // 转换为数组并排序
 const categories = Array.from(allCategories).sort();
-const tags = Array.from(allTags).map(tag => `#${tag}`).sort();
+const tags = Array.from(allTags).map(tag => `# ${tag}`).sort();
 
 ---
 
@@ -98,7 +101,7 @@ const tags = Array.from(allTags).map(tag => `#${tag}`).sort();
             </h3>
             <div class="space-y-2">
               {categories.map((category) => (
-                <a href={`/blog/categories/${category.toLowerCase()}`} 
+                <a href={`/blog/categories/${encodeURIComponent(category.toLowerCase())}`} 
                    class="block text-muted-foreground hover:text-purple-500 transition-colors duration-200">
                   {category}
                 </a>
@@ -116,7 +119,7 @@ const tags = Array.from(allTags).map(tag => `#${tag}`).sort();
             </h3>
             <div class="flex flex-wrap gap-2">
               {tags.map((tag) => (
-                <a href={`/blog/tags/${tag.slice(1).toLowerCase()}`} 
+                <a href={`/blog/tags/${encodeURIComponent(tag.slice(2).toLowerCase())}`} 
                    class="inline-block px-3 py-1 text-sm bg-muted text-muted-foreground rounded-full hover:bg-purple-500/20 hover:text-purple-500 transition-all duration-200">
                   {tag}
                 </a>
diff --git a/src/pages/blog/posts/mastering-react-hooks.md b/src/pages/blog/posts/mastering-react-hooks.md
index 0e95ce0..81dd58e 100644
--- a/src/pages/blog/posts/mastering-react-hooks.md
+++ b/src/pages/blog/posts/mastering-react-hooks.md
@@ -5,7 +5,9 @@ image: "https://images.unsplash.com/photo-1633356122544-f134324a6cee?w=400&h=250
 date: "May 10, 2025"
 readTime: "5 min read"
 tags: ["React", "JavaScript", "Frontend"]
+tagId: ["react", "javascript", "frontend"]
 category: ["React", "Frontend"]
+categoryId: ["react", "frontend"]
 slug: "mastering-react-hooks"
 layout: "../../../layouts/BlogPostLayout.astro"
 ---
diff --git a/src/pages/blog/tags/[tag].astro b/src/pages/blog/tags/[tag].astro
index a044c36..a296a56 100644
--- a/src/pages/blog/tags/[tag].astro
+++ b/src/pages/blog/tags/[tag].astro
@@ -9,11 +9,18 @@ import { type BlogPost } from '@/types';
 export async function getStaticPaths() {
   const allPosts = await Astro.glob('../posts/*.md');
   
-  // 收集所有标签
+  // 收集所有标签ID或标签
   const uniqueTags = new Set<string>();
   
   allPosts.forEach(post => {
-    if (post.frontmatter?.tags && Array.isArray(post.frontmatter.tags)) {
+    // 优先使用 tagId 作为路由标识符
+    if (post.frontmatter?.tagId && Array.isArray(post.frontmatter.tagId)) {
+      post.frontmatter.tagId.forEach(tagId => {
+        if (tagId) uniqueTags.add(tagId.toLowerCase());
+      });
+    } 
+    // 如果没有 tagId，则使用 tags 作为后备
+    else if (post.frontmatter?.tags && Array.isArray(post.frontmatter.tags)) {
       post.frontmatter.tags.forEach(tag => {
         if (tag) uniqueTags.add(tag.toLowerCase());
       });
@@ -45,8 +52,14 @@ const allPosts = await Astro.glob('../posts/*.md');
 // 处理博客文章数据
 const blogPosts: BlogPost[] = allPosts
   .filter(post => {
-    // 检查文章是否包含当前标签
-    if (post.frontmatter?.tags && Array.isArray(post.frontmatter.tags)) {
+    // 优先检查文章是否包含当前标签ID
+    if (post.frontmatter?.tagId && Array.isArray(post.frontmatter.tagId)) {
+      return post.frontmatter.tagId.some(postTagId => 
+        postTagId.toLowerCase() === decodedTag.toLowerCase()
+      );
+    }
+    // 如果没有 tagId，则检查 tags
+    else if (post.frontmatter?.tags && Array.isArray(post.frontmatter.tags)) {
       return post.frontmatter.tags.some(postTag => 
         postTag.toLowerCase() === decodedTag.toLowerCase()
       );
@@ -102,18 +115,22 @@ allPosts.forEach(post => {
       if (postTag) allTags.add(postTag);
     });
   }
+  // 同时收集标签ID（用于内部路由）
+  if (post.frontmatter?.tagId && Array.isArray(post.frontmatter.tagId)) {
+    // 这里我们不添加到 allTags 中，因为 tagId 只用于路由，不用于显示
+  }
 });
 
 // 转换为数组并排序
 const categories = Array.from(allCategories).sort();
-const tags = Array.from(allTags).map(postTag => `#${postTag}`).sort();
+const tags = Array.from(allTags).map(postTag => `# ${postTag}`).sort();
 
 // 获取当前标签的格式化名称（首字母大写）
 const formattedTag = decodedTag.charAt(0).toUpperCase() + decodedTag.slice(1);
 
 // 动态生成页面标题和描述
-const pageTitle = `#${formattedTag} - Blog | Joy Zhao`;
-const pageDescription = `Explore articles tagged with #${formattedTag}. Dive into my thoughts on ${formattedTag} and related topics.`;
+const pageTitle = `# ${formattedTag} - Blog | Joy Zhao`;
+const pageDescription = `Explore articles tagged with # ${formattedTag}. Dive into my thoughts on ${formattedTag} and related topics.`;
 ---
 
 <BlogLayout title={pageTitle} description={pageDescription}>
@@ -122,10 +139,10 @@ const pageDescription = `Explore articles tagged with #${formattedTag}. Dive int
     <div class="container mx-auto px-4 pt-24 pb-12">
       <div class="text-center mb-16">
         <h1 class="text-5xl md:text-6xl font-bold bg-gradient-to-r from-foreground via-purple-600 to-purple-800 dark:from-foreground dark:via-purple-200 dark:to-purple-300 bg-clip-text text-transparent mb-6">
-          Tag: <span class="text-purple-500">#{formattedTag}</span>
+          Tag: <span class="text-purple-500"># {formattedTag}</span>
         </h1>
         <p class="text-xl text-muted-foreground max-w-3xl mx-auto">
-          Explore articles tagged with #{formattedTag}. Found {sortedBlogPosts.length} article{sortedBlogPosts.length !== 1 ? 's' : ''}.
+          Explore articles tagged with # {formattedTag}. Found {sortedBlogPosts.length} article{sortedBlogPosts.length !== 1 ? 's' : ''}.
         </p>
       </div>
     </div>
@@ -163,7 +180,7 @@ const pageDescription = `Explore articles tagged with #${formattedTag}. Dive int
             </h3>
             <div class="flex flex-wrap gap-2">
               {tags.map((tagItem) => {
-                const tagName = tagItem.slice(1).toLowerCase();
+                const tagName = tagItem.slice(2).toLowerCase();
                 const isCurrentTag = tagName === decodedTag.toLowerCase();
                 return (
                   <a href={`/blog/tags/${encodeURIComponent(tagName)}`} 
diff --git a/src/pages/zh/blog/categories/[category].astro b/src/pages/zh/blog/categories/[category].astro
index 2372856..0c0918a 100644
--- a/src/pages/zh/blog/categories/[category].astro
+++ b/src/pages/zh/blog/categories/[category].astro
@@ -9,11 +9,22 @@ import { type BlogPost } from '@/types';
 export async function getStaticPaths() {
   const allPosts = await Astro.glob('../posts/*.md');
   
-  // 收集所有分类
+  // 收集所有分类ID或分类
   const uniqueCategories = new Set<string>();
   
   allPosts.forEach(post => {
-    if (post.frontmatter?.category) {
+    // 优先使用 categoryId 作为路由标识符
+    if (post.frontmatter?.categoryId) {
+      const categoryIds = Array.isArray(post.frontmatter.categoryId) 
+        ? post.frontmatter.categoryId 
+        : [post.frontmatter.categoryId];
+      
+      categoryIds.forEach(categoryId => {
+        if (categoryId) uniqueCategories.add(categoryId.toLowerCase());
+      });
+    }
+    // 如果没有 categoryId，则使用 category 作为后备
+    else if (post.frontmatter?.category) {
       const categories = Array.isArray(post.frontmatter.category) 
         ? post.frontmatter.category 
         : [post.frontmatter.category];
@@ -49,8 +60,18 @@ const allPosts = await Astro.glob('../posts/*.md');
 // 处理博客文章数据
 const blogPosts: BlogPost[] = allPosts
   .filter(post => {
-    // 检查文章是否属于当前分类
-    if (post.frontmatter?.category) {
+    // 优先检查文章是否包含当前分类ID
+    if (post.frontmatter?.categoryId) {
+      const postCategoryIds = Array.isArray(post.frontmatter.categoryId)
+        ? post.frontmatter.categoryId
+        : [post.frontmatter.categoryId];
+      
+      return postCategoryIds.some(catId => 
+        catId.toLowerCase() === decodedCategory.toLowerCase()
+      );
+    }
+    // 如果没有 categoryId，则检查 category
+    else if (post.frontmatter?.category) {
       const postCategories = Array.isArray(post.frontmatter.category)
         ? post.frontmatter.category
         : [post.frontmatter.category];
@@ -114,7 +135,7 @@ allPosts.forEach(post => {
 
 // 转换为数组并排序
 const categories = Array.from(allCategories).sort();
-const tags = Array.from(allTags).map(tag => `#${tag}`).sort();
+const tags = Array.from(allTags).map(tag => `# ${tag}`).sort();
 
 // 获取当前分类的格式化名称（首字母大写）
 const formattedCategory = decodedCategory.charAt(0).toUpperCase() + decodedCategory.slice(1);
@@ -171,7 +192,7 @@ const pageDescription = `探索关于${formattedCategory}的文章。深入了
             </h3>
             <div class="flex flex-wrap gap-2">
               {tags.map((tag) => (
-                <a href={`/zh/blog/tags/${encodeURIComponent(tag.slice(1).toLowerCase())}`} 
+                <a href={`/zh/blog/tags/${encodeURIComponent(tag.slice(2).toLowerCase())}`} 
                    class="inline-block px-3 py-1 text-sm bg-muted text-muted-foreground rounded-full hover:bg-purple-500/20 hover:text-purple-500 transition-all duration-200">
                   {tag}
                 </a>
diff --git a/src/pages/zh/blog/index.astro b/src/pages/zh/blog/index.astro
index 4729ed0..f4a33a8 100644
--- a/src/pages/zh/blog/index.astro
+++ b/src/pages/zh/blog/index.astro
@@ -24,6 +24,9 @@ const blogPosts: BlogPost[] = allPosts.map((post) => {
     image: post.frontmatter.image || defaultImage,
     slug: slug,
     tags: post.frontmatter.tags || [],
+    tagId: post.frontmatter.tagId || [],
+    category: Array.isArray(post.frontmatter.category) ? post.frontmatter.category : post.frontmatter.category ? [post.frontmatter.category] : [],
+    categoryId: Array.isArray(post.frontmatter.categoryId) ? post.frontmatter.categoryId : post.frontmatter.categoryId ? [post.frontmatter.categoryId] : [],
     date: post.frontmatter.date || post.frontmatter.pubDate || '',
     readTime: post.frontmatter.readTime || post.frontmatter.readingTime || '5分钟阅读',
   };
@@ -65,7 +68,7 @@ allPosts.forEach(post => {
 
 // 转换为数组并排序
 const categories = Array.from(allCategories).sort();
-const tags = Array.from(allTags).map(tag => `#${tag}`).sort();
+const tags = Array.from(allTags).map(tag => `# ${tag}`).sort();
 
 ---
 
@@ -98,7 +101,7 @@ const tags = Array.from(allTags).map(tag => `#${tag}`).sort();
             </h3>
             <div class="space-y-2">
               {categories.map((category) => (
-                <a href={`/zh/blog/categories/${category.toLowerCase()}`} 
+                <a href={`/zh/blog/categories/${encodeURIComponent(category.toLowerCase())}`} 
                    class="block text-muted-foreground hover:text-purple-500 transition-colors duration-200">
                   {category}
                 </a>
@@ -116,7 +119,7 @@ const tags = Array.from(allTags).map(tag => `#${tag}`).sort();
             </h3>
             <div class="flex flex-wrap gap-2">
               {tags.map((tag) => (
-                <a href={`/zh/blog/tags/${tag.slice(1).toLowerCase()}`} 
+                <a href={`/zh/blog/tags/${encodeURIComponent(tag.slice(2).toLowerCase())}`} 
                    class="inline-block px-3 py-1 text-sm bg-muted text-muted-foreground rounded-full hover:bg-purple-500/20 hover:text-purple-500 transition-all duration-200">
                   {tag}
                 </a>
diff --git a/src/pages/zh/blog/posts/mastering-react-hooks.md b/src/pages/zh/blog/posts/mastering-react-hooks.md
index 7178220..d02e940 100644
--- a/src/pages/zh/blog/posts/mastering-react-hooks.md
+++ b/src/pages/zh/blog/posts/mastering-react-hooks.md
@@ -4,7 +4,10 @@ description: "探索 React Hooks 在函数组件中管理状态和副作用的
 image: "https://images.unsplash.com/photo-1633356122544-f134324a6cee?w=400&h=250&fit=crop&crop=center"
 date: "2025年5月10日"
 readTime: "5分钟阅读"
-tags: ["React", "JavaScript", "前端"]
+tags: ["React", "JavaScript", "前端开发"]
+tagId: ["react", "javascript", "frontend"]
+category: ["React", "前端"]
+categoryId: ["react", "frontend"]
 slug: "mastering-react-hooks"
 layout: "../../../../layouts/BlogPostLayout.astro"
 ---
diff --git a/src/pages/zh/blog/posts/typescript-best-practices.md b/src/pages/zh/blog/posts/typescript-best-practices.md
index 8f2c713..5746768 100644
--- a/src/pages/zh/blog/posts/typescript-best-practices.md
+++ b/src/pages/zh/blog/posts/typescript-best-practices.md
@@ -4,7 +4,7 @@ description: "掌握 TypeScript 在企业级应用中的高级技巧，提升代
 image: "https://images.unsplash.com/photo-1516116216624-53e697fedbea?w=400&h=250&fit=crop&crop=center"
 date: "2025年4月15日"
 readTime: "8分钟阅读"
-tags: ["TypeScript", "架构", "最佳实践"]
+tags: ["TypeScript", "JavaScript", "Architecture"]
 slug: "typescript-best-practices"
 layout: "../../../../layouts/BlogPostLayout.astro"
 ---
diff --git a/src/pages/zh/blog/tags/[tag].astro b/src/pages/zh/blog/tags/[tag].astro
index 21c0820..2d4f985 100644
--- a/src/pages/zh/blog/tags/[tag].astro
+++ b/src/pages/zh/blog/tags/[tag].astro
@@ -9,11 +9,18 @@ import { type BlogPost } from '@/types';
 export async function getStaticPaths() {
   const allPosts = await Astro.glob('../posts/*.md');
   
-  // 收集所有标签
+  // 收集所有标签ID或标签
   const uniqueTags = new Set<string>();
   
   allPosts.forEach(post => {
-    if (post.frontmatter?.tags && Array.isArray(post.frontmatter.tags)) {
+    // 优先使用 tagId 作为路由标识符
+    if (post.frontmatter?.tagId && Array.isArray(post.frontmatter.tagId)) {
+      post.frontmatter.tagId.forEach(tagId => {
+        if (tagId) uniqueTags.add(tagId.toLowerCase());
+      });
+    } 
+    // 如果没有 tagId，则使用 tags 作为后备
+    else if (post.frontmatter?.tags && Array.isArray(post.frontmatter.tags)) {
       post.frontmatter.tags.forEach(tag => {
         if (tag) uniqueTags.add(tag.toLowerCase());
       });
@@ -45,8 +52,14 @@ const allPosts = await Astro.glob('../posts/*.md');
 // 处理博客文章数据
 const blogPosts: BlogPost[] = allPosts
   .filter(post => {
-    // 检查文章是否包含当前标签
-    if (post.frontmatter?.tags && Array.isArray(post.frontmatter.tags)) {
+    // 优先检查文章是否包含当前标签ID
+    if (post.frontmatter?.tagId && Array.isArray(post.frontmatter.tagId)) {
+      return post.frontmatter.tagId.some(postTagId => 
+        postTagId.toLowerCase() === decodedTag.toLowerCase()
+      );
+    }
+    // 如果没有 tagId，则检查 tags
+    else if (post.frontmatter?.tags && Array.isArray(post.frontmatter.tags)) {
       return post.frontmatter.tags.some(postTag => 
         postTag.toLowerCase() === decodedTag.toLowerCase()
       );
@@ -102,18 +115,22 @@ allPosts.forEach(post => {
       if (postTag) allTags.add(postTag);
     });
   }
+  // 同时收集标签ID（用于内部路由）
+  if (post.frontmatter?.tagId && Array.isArray(post.frontmatter.tagId)) {
+    // 这里我们不添加到 allTags 中，因为 tagId 只用于路由，不用于显示
+  }
 });
 
 // 转换为数组并排序
 const categories = Array.from(allCategories).sort();
-const tags = Array.from(allTags).map(postTag => `#${postTag}`).sort();
+const tags = Array.from(allTags).map(postTag => `# ${postTag}`).sort();
 
 // 获取当前标签的格式化名称（首字母大写）
 const formattedTag = decodedTag.charAt(0).toUpperCase() + decodedTag.slice(1);
 
 // 动态生成页面标题和描述
-const pageTitle = `#${formattedTag} - 博客 | Joy Zhao`;
-const pageDescription = `浏览带有 #${formattedTag} 标签的文章。深入了解我关于 ${formattedTag} 及相关主题的想法。`;
+const pageTitle = `# ${formattedTag} - 博客 | Joy Zhao`;
+const pageDescription = `浏览带有 # ${formattedTag} 标签的文章。深入了解我关于 ${formattedTag} 及相关主题的想法。`;
 ---
 
 <BlogLayout title={pageTitle} description={pageDescription}>
@@ -122,10 +139,10 @@ const pageDescription = `浏览带有 #${formattedTag} 标签的文章。深入
     <div class="container mx-auto px-4 pt-24 pb-12">
       <div class="text-center mb-16">
         <h1 class="text-5xl md:text-6xl font-bold bg-gradient-to-r from-foreground via-purple-600 to-purple-800 dark:from-foreground dark:via-purple-200 dark:to-purple-300 bg-clip-text text-transparent mb-6">
-          标签: <span class="text-purple-500">#{formattedTag}</span>
+          标签: <span class="text-purple-500"># {formattedTag}</span>
         </h1>
         <p class="text-xl text-muted-foreground max-w-3xl mx-auto">
-          浏览带有 #{formattedTag} 标签的文章。找到 {sortedBlogPosts.length} 篇文章。
+          浏览带有 # {formattedTag} 标签的文章。找到 {sortedBlogPosts.length} 篇文章。
         </p>
       </div>
     </div>
@@ -163,7 +180,7 @@ const pageDescription = `浏览带有 #${formattedTag} 标签的文章。深入
             </h3>
             <div class="flex flex-wrap gap-2">
               {tags.map((tagItem) => {
-                const tagName = tagItem.slice(1).toLowerCase();
+                const tagName = tagItem.slice(2).toLowerCase();
                 const isCurrentTag = tagName === decodedTag.toLowerCase();
                 return (
                   <a href={`/zh/blog/tags/${encodeURIComponent(tagName)}`} 
diff --git a/src/types/index.ts b/src/types/index.ts
index 6697d26..cded4ce 100644
--- a/src/types/index.ts
+++ b/src/types/index.ts
@@ -44,6 +44,9 @@ export interface BlogPost {
   image: string;
   slug: string;
   tags: string[];
+  tagId?: string[];
+  category?: string[];
+  categoryId?: string[];
   date: string;
   readTime: string;
   url?: string;
@@ -59,7 +62,9 @@ export interface FrontmatterProps {
   date?: string; // Alternative field name for publish date
   author?: string;
   tags?: string[];
+  tagId?: string[]; // 标签唯一标识符，用于多语言环境下的标签路由
   category?: string | string[];
+  categoryId?: string[] | string; // 分类唯一标识符，用于多语言环境下的分类路由
   readingTime?: number;
   readTime?: string; // Alternative field name for reading time
 }