diff --git a/docs/docs_skeleton/vercel.json b/docs/docs_skeleton/vercel.json
index 49e9d0e5f6..9a85f1fe16 100644
--- a/docs/docs_skeleton/vercel.json
+++ b/docs/docs_skeleton/vercel.json
@@ -1658,7 +1658,7 @@
     },
     {
       "source": "/en/latest/modules/chains/examples/llm_math.html",
-      "destination": "/docs/use_cases/code_writing/llm_math"
+      "destination": "/docs/use_cases/more/code_writing/llm_math"
     },
     {
       "source": "/en/latest/modules/chains/examples/llm_requests.html",
@@ -1674,7 +1674,7 @@
     },
     {
       "source": "/en/latest/modules/chains/examples/pal.html",
-      "destination": "/docs/use_cases/code_writing/pal"
+      "destination": "/docs/use_cases/more/code_writing/pal"
     },
     {
       "source": "/en/latest/modules/chains/examples/tagging.html",
@@ -3870,23 +3870,55 @@
     },
     {
       "source": "/docs/modules/chains/additional/cpal",
-      "destination": "/docs/use_cases/code_writing/cpal"
+      "destination": "/docs/use_cases/more/code_writing/cpal"
+    },
+    {
+      "source": "/docs/use_cases/code_writing/cpal",
+      "destination": "/docs/use_cases/more/code_writing/cpal"
     },
     {
       "source": "/docs/modules/chains/additional/llm_bash",
-      "destination": "/docs/use_cases/code_writing/llm_bash"
+      "destination": "/docs/use_cases/more/code_writing/llm_bash"
+    },
+    {
+      "source": "/docs/use_cases/code_writing/llm_bash",
+      "destination": "/docs/use_cases/more/code_writing/llm_bash"
     },
     {
       "source": "/docs/modules/chains/additional/llm_math",
-      "destination": "/docs/use_cases/code_writing/llm_math"
+      "destination": "/docs/use_cases/more/code_writing/llm_math"
+    },
+    {
+      "source": "/docs/use_cases/code_writing/llm_math",
+      "destination": "/docs/use_cases/more/code_writing/llm_math"
     },
     {
       "source": "/docs/modules/chains/additional/llm_symbolic_math",
-      "destination": "/docs/use_cases/code_writing/llm_symbolic_math"
+      "destination": "/docs/use_cases/more/code_writing/llm_symbolic_math"
+    },
+    {
+      "source": "/docs/use_cases/code_writing/llm_symbolic_math",
+      "destination": "/docs/use_cases/more/code_writing/llm_symbolic_math"
     },
     {
       "source": "/docs/modules/chains/additional/pal",
-      "destination": "/docs/use_cases/code_writing/pal"
+      "destination": "/docs/use_cases/more/code_writing/pal"
+    },
+    {
+      "source": "/docs/use_cases/code_writing/pal",
+      "destination": "/docs/use_cases/more/code_writing/pal"
+    },
+    {
+      "source": "/docs/use_cases/code_writing/",
+      "destination": "/docs/use_cases/more/code_writing/"
+    },
+    {
+      "source": "/docs/use_cases/code_writing(/?)",
+      "destination": "/docs/use_cases/more/code_writing/"
+    },
+    {
+      "source": "/docs/use_cases/graph(/?)",
+      "destination": "/docs/use_cases/more/graph/"
     },
     {
       "source": "/docs/use_cases/graph/graph_arangodb_qa",
diff --git a/docs/extras/use_cases/code_writing/cpal.ipynb b/docs/extras/use_cases/more/code_writing/cpal.ipynb
similarity index 100%
rename from docs/extras/use_cases/code_writing/cpal.ipynb
rename to docs/extras/use_cases/more/code_writing/cpal.ipynb
diff --git a/docs/extras/use_cases/code_writing/index.mdx b/docs/extras/use_cases/more/code_writing/index.mdx
similarity index 100%
rename from docs/extras/use_cases/code_writing/index.mdx
rename to docs/extras/use_cases/more/code_writing/index.mdx
diff --git a/docs/extras/use_cases/code_writing/llm_bash.ipynb b/docs/extras/use_cases/more/code_writing/llm_bash.ipynb
similarity index 100%
rename from docs/extras/use_cases/code_writing/llm_bash.ipynb
rename to docs/extras/use_cases/more/code_writing/llm_bash.ipynb
diff --git a/docs/extras/use_cases/code_writing/llm_math.ipynb b/docs/extras/use_cases/more/code_writing/llm_math.ipynb
similarity index 100%
rename from docs/extras/use_cases/code_writing/llm_math.ipynb
rename to docs/extras/use_cases/more/code_writing/llm_math.ipynb
diff --git a/docs/extras/use_cases/code_writing/llm_symbolic_math.ipynb b/docs/extras/use_cases/more/code_writing/llm_symbolic_math.ipynb
similarity index 100%
rename from docs/extras/use_cases/code_writing/llm_symbolic_math.ipynb
rename to docs/extras/use_cases/more/code_writing/llm_symbolic_math.ipynb
diff --git a/docs/extras/use_cases/code_writing/pal.ipynb b/docs/extras/use_cases/more/code_writing/pal.ipynb
similarity index 100%
rename from docs/extras/use_cases/code_writing/pal.ipynb
rename to docs/extras/use_cases/more/code_writing/pal.ipynb