diff --git a/package.json b/package.json
index c7382f0..b14c47e 100644
--- a/package.json
+++ b/package.json
@@ -10,7 +10,7 @@
   },
   "dependencies": {
     "@mdx-js/mdx": "^3.0.1",
-    "@mdx-js/react": "^3.0.1",
+    "@mdx-js/react": "^3.1.1",
     "@octokit/rest": "^21.1.1",
     "@radix-ui/react-accordion": "^1.2.3",
     "@radix-ui/react-dialog": "^1.1.6",
diff --git a/pnpm-lock.yaml b/pnpm-lock.yaml
index 2722d9e..0c58243 100644
--- a/pnpm-lock.yaml
+++ b/pnpm-lock.yaml
@@ -12,8 +12,8 @@ importers:
         specifier: ^3.0.1
         version: 3.0.1
       '@mdx-js/react':
-        specifier: ^3.0.1
-        version: 3.0.1(@types/react@18.3.11)(react@18.3.1)
+        specifier: ^3.1.1
+        version: 3.1.1(@types/react@18.3.11)(react@18.3.1)
       '@octokit/rest':
         specifier: ^21.1.1
         version: 21.1.1
@@ -256,6 +256,9 @@ packages:
   '@jridgewell/sourcemap-codec@1.5.0':
     resolution: {integrity: sha512-gv3ZRaISU3fjPAgNsriBRqGWQL6quFx04YMPW/zD8XMLsU32mhCCbfbO6KZFLjvYpCZ8zyDEgqsgf+PwPaM7GQ==}
 
+  '@jridgewell/sourcemap-codec@1.5.5':
+    resolution: {integrity: sha512-cYQ9310grqxueWbl+WuIUIaiUaDcj7WOq5fVhEljNVgRfOUhY9fy2zTvfoqWsnebh8Sl70VScFbICvJnLKB0Og==}
+
   '@jridgewell/trace-mapping@0.3.25':
     resolution: {integrity: sha512-vNk6aEwybGtawWmy/PzwnGDOjCkLWSD2wqvjGGAgOAwCGWySYXfYoxt00IJkTF+8Lb57DwOb3Aa0o9CApepiYQ==}
 
@@ -265,8 +268,8 @@ packages:
   '@mdx-js/mdx@3.0.1':
     resolution: {integrity: sha512-eIQ4QTrOWyL3LWEe/bu6Taqzq2HQvHcyTMaOrI95P2/LmJE7AsfPfgJGuFLPVqBUE1BC1rik3VIhU+s9u72arA==}
 
-  '@mdx-js/react@3.0.1':
-    resolution: {integrity: sha512-9ZrPIU4MGf6et1m1ov3zKf+q9+deetI51zprKB1D/z3NOb+rUxxtEl3mCjW5wTGh6VhRdwPueh1oRzi6ezkA8A==}
+  '@mdx-js/react@3.1.1':
+    resolution: {integrity: sha512-f++rKLQgUVYDAtECQ6fn/is15GkEH9+nZPM3MS0RcxVqoTfawHvDlSCH7JbMhAM6uJ32v3eXLvLmLvjGu7PTQw==}
     peerDependencies:
       '@types/react': '>=16'
       react: '>=16'
@@ -1001,6 +1004,11 @@ packages:
     engines: {node: '>=0.4.0'}
     hasBin: true
 
+  acorn@8.15.0:
+    resolution: {integrity: sha512-NZyJarBfL7nWwIq+FDL6Zp/yHEhePMNnnJ0y3qfieCrmNvYct8uvtiV41UvlSe6apAfk0fY1FbWx+NwfmpvtTg==}
+    engines: {node: '>=0.4.0'}
+    hasBin: true
+
   ajv@6.12.6:
     resolution: {integrity: sha512-j3fVLgvTo527anyYyJOGTYJbG+vnnQYvE0m5mmkc1TK+nxAppkCLMIL0aZ4dblVCNoGShhm+kzE4ZUykBoMg4g==}
 
@@ -2987,6 +2995,9 @@ snapshots:
 
   '@jridgewell/sourcemap-codec@1.5.0': {}
 
+  '@jridgewell/sourcemap-codec@1.5.5':
+    optional: true
+
   '@jridgewell/trace-mapping@0.3.25':
     dependencies:
       '@jridgewell/resolve-uri': 3.1.2
@@ -2995,7 +3006,7 @@ snapshots:
   '@jridgewell/trace-mapping@0.3.9':
     dependencies:
       '@jridgewell/resolve-uri': 3.1.2
-      '@jridgewell/sourcemap-codec': 1.5.0
+      '@jridgewell/sourcemap-codec': 1.5.5
     optional: true
 
   '@mdx-js/mdx@3.0.1':
@@ -3026,7 +3037,7 @@ snapshots:
     transitivePeerDependencies:
       - supports-color
 
-  '@mdx-js/react@3.0.1(@types/react@18.3.11)(react@18.3.1)':
+  '@mdx-js/react@3.1.1(@types/react@18.3.11)(react@18.3.1)':
     dependencies:
       '@types/mdx': 2.0.13
       '@types/react': 18.3.11
@@ -3731,11 +3742,14 @@ snapshots:
 
   acorn-walk@8.3.4:
     dependencies:
-      acorn: 8.14.1
+      acorn: 8.15.0
     optional: true
 
   acorn@8.14.1: {}
 
+  acorn@8.15.0:
+    optional: true
+
   ajv@6.12.6:
     dependencies:
       fast-deep-equal: 3.1.3
@@ -5388,7 +5402,7 @@ snapshots:
     dependencies:
       '@babel/code-frame': 7.25.7
       '@mdx-js/mdx': 3.0.1
-      '@mdx-js/react': 3.0.1(@types/react@18.3.11)(react@18.3.1)
+      '@mdx-js/react': 3.1.1(@types/react@18.3.11)(react@18.3.1)
       react: 18.3.1
       unist-util-remove: 3.1.1
       vfile: 6.0.3
@@ -6003,7 +6017,7 @@ snapshots:
       '@tsconfig/node14': 1.0.3
       '@tsconfig/node16': 1.0.4
       '@types/node': 22.7.5
-      acorn: 8.14.1
+      acorn: 8.15.0
       acorn-walk: 8.3.4
       arg: 4.1.3
       create-require: 1.1.1