diff --git a/content/column/beautiful-python-code.md b/content/column/beautiful-python-code.md
index bb8c306..49a8bed 100644
--- a/content/column/beautiful-python-code.md
+++ b/content/column/beautiful-python-code.md
@@ -19,6 +19,8 @@ tags: ["Python", "ruff", "rust"]
 type: "post"
 ---
 
-<!-- ## ✨️ Python のコードを美しく保つには -->
+## ✨️ Python のコードを美しく保つには
+
+詳細は以下をご覧ください。
 
 {{< blogcard url="https://note.com/shunk031/n/n65c55ca011e3" >}}
diff --git a/content/column/extending-diffusers-code.md b/content/column/extending-diffusers-code.md
index bd2d09e..e59287f 100644
--- a/content/column/extending-diffusers-code.md
+++ b/content/column/extending-diffusers-code.md
@@ -19,6 +19,8 @@ tags: ["Python", "diffusers"]
 type: "post"
 ---
 
-<!-- ## 🧨 `diffusers` のコードを拡張する -->
+## 🧨 `diffusers` のコードを拡張する
+
+詳細は以下をご覧ください。
 
 {{< blogcard url="https://note.com/shunk031/n/nb558ff80165f" >}}
diff --git a/content/column/mastering-huggingface-ecosystem.md b/content/column/mastering-huggingface-ecosystem.md
index 5d85109..fd22f82 100644
--- a/content/column/mastering-huggingface-ecosystem.md
+++ b/content/column/mastering-huggingface-ecosystem.md
@@ -7,7 +7,7 @@ draft: false
 author : "北田 俊輔"
 
 # post thumb
-image: "images/blog/blog-1.jpg"
+image: "https://assets.st-note.com/production/uploads/images/182597849/rectangle_large_type_2_b31ef1440929f1e8582fc3cc55700c6a.png"
 
 # meta description
 description: "🤗 Hugging Face のエコシステムを使い倒す"
@@ -21,3 +21,6 @@ type: "post"
 
 ## 🤗 Hugging Face のエコシステムを使い倒す
 
+詳細は以下をご覧ください。
+
+{{< blogcard url="https://note.com/shunk031/n/na43041c88ad7" >}}
diff --git a/content/column/python-dataclass.md b/content/column/python-dataclass.md
index b6f6817..f69defd 100644
--- a/content/column/python-dataclass.md
+++ b/content/column/python-dataclass.md
@@ -19,6 +19,8 @@ tags: ["Python", "Type Hint", "dataclass"]
 type: "post"
 ---
 
-<!-- ## 🔎 `dataclass` で万物に型をつけよう -->
+## 🔎 `dataclass` で万物に型をつけよう
+
+詳細は以下をご覧ください。
 
 {{< blogcard url="https://note.com/shunk031/n/nc1106f2ef926" >}}
diff --git a/content/column/reproducible-experiments.md b/content/column/reproducible-experiments.md
index da233c8..5a7c0f9 100644
--- a/content/column/reproducible-experiments.md
+++ b/content/column/reproducible-experiments.md
@@ -19,6 +19,8 @@ tags: ["Python", "uv", "docker", "rust"]
 type: "post"
 ---
 
-<!-- ## 🧪 深層学習を用いた実験における再現可能な環境構築 -->
+## 🧪 深層学習を用いた実験における再現可能な環境構築
+
+詳細は以下をご覧ください。
 
 {{< blogcard url="https://note.com/shunk031/n/n0f0e9e42b5aa" >}}
diff --git a/content/column/typehint-in-python.md b/content/column/typehint-in-python.md
index 38bc45b..b3bb7dd 100644
--- a/content/column/typehint-in-python.md
+++ b/content/column/typehint-in-python.md
@@ -19,6 +19,8 @@ tags: ["Python", "Type Hint"]
 type: "post"
 ---
 
-<!-- ## 💡すべてを救う Python の型ヒントについて -->
+## 💡すべてを救う Python の型ヒントについて
+
+詳細は以下をご覧ください。
 
 {{< blogcard url="https://note.com/shunk031/n/n02edafb543a6" >}}