diff --git a/cookbook/README.md b/cookbook/README.md
index 3416522..ae825ee 100644
--- a/cookbook/README.md
+++ b/cookbook/README.md
@@ -127,9 +127,9 @@ python3 supernode/deploy_gpu_pod.py \
 
 | 脚本 | 语言 | 功能 | 文档链接 |
 |------|------|------|---------|
-| `create_cluster.py` | Python | 创建 TKE 集群 | [docs](../docs/basics/cluster/01-create-cluster.md) |
-| `delete_cluster.py` | Python | 删除 TKE 集群，默认 dry-run | [docs](../docs/basics/cluster/02-delete-cluster.md) |
-| `describe_clusters.py` | Python | 查询 TKE 集群列表和详情 | [docs](../docs/basics/cluster/04-describe-clusters.md) |
+| `create_cluster.py` | Python | 创建 TKE 集群 | [docs](../src/content/docs/basics/cluster/01-create-cluster.md) |
+| `delete_cluster.py` | Python | 删除 TKE 集群，默认 dry-run | [docs](../src/content/docs/basics/cluster/02-delete-cluster.md) |
+| `describe_clusters.py` | Python | 查询 TKE 集群列表和详情 | [docs](../src/content/docs/basics/cluster/04-describe-clusters.md) |
 
 ### 工作负载 (workload/)
 
@@ -141,7 +141,7 @@ python3 supernode/deploy_gpu_pod.py \
 
 | 脚本 | 语言 | 功能 | 文档链接 |
 |------|------|------|---------|
-| `deploy_gpu_pod.py` | Python | 在超级节点上部署 GPU Pod | [docs](../docs/basics/supernode/02-create-supernode.md) |
+| `deploy_gpu_pod.py` | Python | 在超级节点上部署 GPU Pod | [docs](../src/content/docs/basics/supernode/02-create-supernode.md) |
 
 ---
 
diff --git a/cookbook/supernode/README.md b/cookbook/supernode/README.md
index 508c671..27d71f4 100644
--- a/cookbook/supernode/README.md
+++ b/cookbook/supernode/README.md
@@ -6,7 +6,7 @@
 
 本目录提供在 TKE 超级节点上部署 GPU Pod 的完整示例，包括 Python 脚本和 YAML 配置文件。
 
-**文档链接**: [GPU Pod 最佳实践](https://tke-workshop.github.io/ai-ml/04-gpu-pod-best-practices/)
+**文档链接**: [超级节点 GPU](https://tke-workshop.github.io/ai-ml/training/supernode-gpu/)
 
 ---
 
@@ -272,7 +272,7 @@ kubectl get pods -l scenario=batch-inference
 | **L20** | 48GB | 12.7 | 高端图形工作负载 | 48核/192GiB |
 | **L40** | 48GB | 12.7 | 高端图形工作负载 | 48核/192GiB |
 
-完整规格表请参考: [GPU Pod 最佳实践文档](https://tke-workshop.github.io/ai-ml/04-gpu-pod-best-practices/#支持的-gpu-规格)
+更多说明请参考: [超级节点 GPU 文档](https://tke-workshop.github.io/ai-ml/training/supernode-gpu/)
 
 ---
 
@@ -370,7 +370,7 @@ kubectl describe pod <pod-name> | grep -i cache
 
 ## 📚 相关文档
 
-- [GPU Pod 最佳实践](https://tke-workshop.github.io/ai-ml/04-gpu-pod-best-practices/)
+- [超级节点 GPU](https://tke-workshop.github.io/ai-ml/training/supernode-gpu/)
 - [创建超级节点池](https://tke-workshop.github.io/basics/supernode/01-create-supernode-pool/)
 - [创建按量超级节点](https://tke-workshop.github.io/basics/supernode/02-create-supernode/)
 - [镜像缓存文档](https://cloud.tencent.com/document/product/457/65908)
@@ -385,7 +385,7 @@ kubectl describe pod <pod-name> | grep -i cache
 
 ## 📄 许可证
 
-[Apache License 2.0](../../LICENSE)
+Apache License 2.0
 
 ---
 
diff --git a/src/content/docs/posts/index.md b/src/content/docs/posts/index.md
index 0f13395..a2fa479 100644
--- a/src/content/docs/posts/index.md
+++ b/src/content/docs/posts/index.md
@@ -5,6 +5,5 @@ title: "Blog Posts Index"
 # Blog Posts Index
 
 ## 📚 Latest Posts
-- [TKE Skill + AI Copilot 实践记录](/posts/2026/tke-skill-ai-copilot-practice.md) - 2026-03-12
-- [TKE Workshop 项目总结](/posts/2026/tke-workshop-summary.md) - 2026-03-05
-
+- [TKE Skill + AI Copilot 实践记录](/posts/2026/tke-skill-ai-copilot-practice/) - 2026-03-12
+- [TKE Workshop 项目总结](/posts/2026/tke-workshop-summary/) - 2026-03-05