diff --git a/package.json b/package.json
index 0fbbafe..5e99325 100644
--- a/package.json
+++ b/package.json
@@ -21,7 +21,7 @@
     "notices:check": "node scripts/third-party-notices.mjs --check"
   },
   "dependencies": {
-    "@google/genai": "^1.46.0",
+    "@google/genai": "^2.6.0",
     "@mdx-js/mdx": "^3.1.1",
     "cloudflared": "^0.7.1",
     "clsx": "^2.1.1",
diff --git a/pnpm-lock.yaml b/pnpm-lock.yaml
index 802e9d9..5d50aa6 100644
--- a/pnpm-lock.yaml
+++ b/pnpm-lock.yaml
@@ -9,8 +9,8 @@ importers:
   .:
     dependencies:
       '@google/genai':
-        specifier: ^1.46.0
-        version: 1.50.0
+        specifier: ^2.6.0
+        version: 2.6.0
       '@mdx-js/mdx':
         specifier: ^3.1.1
         version: 3.1.1
@@ -389,8 +389,8 @@ packages:
     resolution: {integrity: sha512-43/qtrDUokr7LJqoF2c3+RInu/t4zfrpYdoSDfYyhg52rwLV6TnOvdG4fXm7IkSB3wErkcmJS9iEhjVtOSEjjA==}
     engines: {node: ^18.18.0 || ^20.9.0 || >=21.1.0}
 
-  '@google/genai@1.50.0':
-    resolution: {integrity: sha512-oHv7JfdI6SLUitERptYoHqpn4Y2wWyPOBfWtpw8kfKTqqEiMJpUC6SEtiQPogb55Ip8fymj4bxGnGBTVV/Z9Ew==}
+  '@google/genai@2.6.0':
+    resolution: {integrity: sha512-HjoW3mPuEn7pnuKABJl9VbDoWDSF4nbwYKYvYYor7YjPeDxrrBxHzu2d1Prcd+BAuC4w+85UP6y7ZdcrQAoO7g==}
     engines: {node: '>=20.0.0'}
     peerDependencies:
       '@modelcontextprotocol/sdk': ^1.25.2
@@ -669,20 +669,20 @@ packages:
   '@protobufjs/base64@1.1.2':
     resolution: {integrity: sha512-AZkcAA5vnN/v4PDqKyMR5lx7hZttPDgClv83E//FMNhR2TMcLUhfRUBHCmSl0oi9zMgDDqRUJkSxO3wm85+XLg==}
 
-  '@protobufjs/codegen@2.0.4':
-    resolution: {integrity: sha512-YyFaikqM5sH0ziFZCN3xDC7zeGaB/d0IUb9CATugHWbd1FRFwWwt4ld4OYMPWu5a3Xe01mGAULCdqhMlPl29Jg==}
+  '@protobufjs/codegen@2.0.5':
+    resolution: {integrity: sha512-zgXFLzW3Ap33e6d0Wlj4MGIm6Ce8O89n/apUaGNB/jx+hw+ruWEp7EwGUshdLKVRCxZW12fp9r40E1mQrf/34g==}
 
-  '@protobufjs/eventemitter@1.1.0':
-    resolution: {integrity: sha512-j9ednRT81vYJ9OfVuXG6ERSTdEL1xVsNgqpkxMsbIabzSo3goCjDIveeGv5d03om39ML71RdmrGNjG5SReBP/Q==}
+  '@protobufjs/eventemitter@1.1.1':
+    resolution: {integrity: sha512-vW1GmwMZNnL+gMRaovlh9yZX74kc+TTU3FObkkurpMaRtBfLP3ldjS9KQWlwZgraRE0+dheEEoAxdzcJQ8eXZg==}
 
-  '@protobufjs/fetch@1.1.0':
-    resolution: {integrity: sha512-lljVXpqXebpsijW71PZaCYeIcE5on1w5DlQy5WH6GLbFryLUrBD4932W/E2BSpfRJWseIL4v/KPgBFxDOIdKpQ==}
+  '@protobufjs/fetch@1.1.1':
+    resolution: {integrity: sha512-GpptLrs57adMSuHi3VNj0mAF8dwh36LMaYF6XyJ6JMWlVsc+t42tm1HSEDmOs3A8fC9yyeisgLhsTVQokOZ0zw==}
 
   '@protobufjs/float@1.0.2':
     resolution: {integrity: sha512-Ddb+kVXlXst9d+R9PfTIxh1EdNkgoRe5tOX6t01f1lYWOvJnSPDBlG241QLzcyPdoNTsblLUdujGSE4RzrTZGQ==}
 
-  '@protobufjs/inquire@1.1.0':
-    resolution: {integrity: sha512-kdSefcPdruJiFMVSbn801t4vFK7KB/5gd2fYvrxhuJYg8ILrmn9SKSX2tZdV6V+ksulWqS7aXjBcRXl3wHoD9Q==}
+  '@protobufjs/inquire@1.1.2':
+    resolution: {integrity: sha512-pa0vFRuws4wkvaXKK1uXZMAwAX4/t8ANaJo45iw/oQHNQ9q5xUzwgFmVJGXiga2BeN+zpX7Vf9vmsiIa2J+MUw==}
 
   '@protobufjs/path@1.1.2':
     resolution: {integrity: sha512-6JOcJ5Tm08dOHAbdR3GrvP+yUUfkjG5ePsHYczMFLq3ZmMkAD98cDgcT2iA1lJ9NVwFd4tH/iSSoe44YWkltEA==}
@@ -690,8 +690,8 @@ packages:
   '@protobufjs/pool@1.1.0':
     resolution: {integrity: sha512-0kELaGSIDBKvcgS4zkjz1PeddatrjYcmMWOlAuAPwAeccUrPHdUqo/J6LiymHHEiJT5NrF1UVwxY14f+fy4WQw==}
 
-  '@protobufjs/utf8@1.1.0':
-    resolution: {integrity: sha512-Vvn3zZrhQZkkBE8LSuW3em98c0FwgO4nxzv6OdSxPKJIEKY2bGbHn+mhGIPerzI4twdxaP8/0+06HBpwf345Lw==}
+  '@protobufjs/utf8@1.1.1':
+    resolution: {integrity: sha512-oOAWABowe8EAbMyWKM0tYDKi8Yaox52D+HWZhAIJqQXbqe0xI/GV7FhLWqlEKreMkfDjshR5FKgi3mnle0h6Eg==}
 
   '@reduxjs/toolkit@2.11.2':
     resolution: {integrity: sha512-Kd6kAHTA6/nUpp8mySPqj3en3dm0tdMIgbttnQ1xFMVpufoj+ADi8pXLBsd4xzTRHQa7t/Jv8W5UnCuW4kuWMQ==}
@@ -964,6 +964,7 @@ packages:
 
   '@ungap/structured-clone@1.3.0':
     resolution: {integrity: sha512-WmoN8qaIAo7WTYWbAZuG8PYEhn5fkz7dZrqTBZ7dtt//lL2Gwms1IcnQ5yHqjDfX8Ft5j4YzDM23f87zBfDe9g==}
+    deprecated: Potential CWE-502 - Update to 1.3.1 or higher
 
   '@unrs/resolver-binding-android-arm-eabi@1.11.1':
     resolution: {integrity: sha512-ppLRUgHVaGRWUx0R0Ut06Mjo9gBaBkg3v/8AxusGLhsIotbBLuRk51rAzqLC8gq6NyyAojEXglNjzf6R948DNw==}
@@ -2620,8 +2621,8 @@ packages:
   property-information@7.1.0:
     resolution: {integrity: sha512-TwEZ+X+yCJmYfL7TPUOcvBZ4QfoT5YenQiJuX//0th53DE6w0xxLEtfK3iyryQFddXuvkIk51EEgrJQ0WJkOmQ==}
 
-  protobufjs@7.5.4:
-    resolution: {integrity: sha512-CvexbZtbov6jW2eXAvLukXjXUW1TzFaivC46BpWc/3BpcCysb5Vffu+B3XHMm8lVEuy2Mm4XGex8hBSg1yapPg==}
+  protobufjs@7.6.1:
+    resolution: {integrity: sha512-4K0myLaWL5EteuSAro91EGFgcfVgxb64Jx+7oDAY6GOkXD4M69yuSEljNcInGVCA5sOPxmZ/EqDLj2x0Q0+Ygg==}
     engines: {node: '>=12.0.0'}
 
   punycode@2.3.1:
@@ -3116,8 +3117,8 @@ packages:
     resolution: {integrity: sha512-BN22B5eaMMI9UMtjrGd5g5eCYPpCPDUy0FJXbYsaT5zYxjFOckS53SQDE3pWkVoWpHXVb3BrYcEN4Twa55B5cA==}
     engines: {node: '>=0.10.0'}
 
-  ws@8.20.0:
-    resolution: {integrity: sha512-sAt8BhgNbzCtgGbt2OxmpuryO63ZoDk/sqaB/znQm94T4fCEsy/yV+7CdC1kJhOU9lboAEU7R3kquuycDoibVA==}
+  ws@8.21.0:
+    resolution: {integrity: sha512-Vsp28b7DRcimFQvrqu2Wek3z1iYxDCWqHYB8Qsnk/S4RfaCQzPGPyBNuVjJV3cd6UiKtUtp6sNM77gWvzcCH+g==}
     engines: {node: '>=10.0.0'}
     peerDependencies:
       bufferutil: ^4.0.1
@@ -3398,12 +3399,12 @@ snapshots:
       '@eslint/core': 0.17.0
       levn: 0.4.1
 
-  '@google/genai@1.50.0':
+  '@google/genai@2.6.0':
     dependencies:
       google-auth-library: 10.6.2
       p-retry: 4.6.2
-      protobufjs: 7.5.4
-      ws: 8.20.0
+      protobufjs: 7.6.1
+      ws: 8.21.0
     transitivePeerDependencies:
       - bufferutil
       - supports-color
@@ -3621,24 +3622,23 @@ snapshots:
 
   '@protobufjs/base64@1.1.2': {}
 
-  '@protobufjs/codegen@2.0.4': {}
+  '@protobufjs/codegen@2.0.5': {}
 
-  '@protobufjs/eventemitter@1.1.0': {}
+  '@protobufjs/eventemitter@1.1.1': {}
 
-  '@protobufjs/fetch@1.1.0':
+  '@protobufjs/fetch@1.1.1':
     dependencies:
       '@protobufjs/aspromise': 1.1.2
-      '@protobufjs/inquire': 1.1.0
 
   '@protobufjs/float@1.0.2': {}
 
-  '@protobufjs/inquire@1.1.0': {}
+  '@protobufjs/inquire@1.1.2': {}
 
   '@protobufjs/path@1.1.2': {}
 
   '@protobufjs/pool@1.1.0': {}
 
-  '@protobufjs/utf8@1.1.0': {}
+  '@protobufjs/utf8@1.1.1': {}
 
   '@reduxjs/toolkit@2.11.2(react-redux@9.2.0(@types/react@19.2.14)(react@19.2.4)(redux@5.0.1))(react@19.2.4)':
     dependencies:
@@ -6072,18 +6072,18 @@ snapshots:
 
   property-information@7.1.0: {}
 
-  protobufjs@7.5.4:
+  protobufjs@7.6.1:
     dependencies:
       '@protobufjs/aspromise': 1.1.2
       '@protobufjs/base64': 1.1.2
-      '@protobufjs/codegen': 2.0.4
-      '@protobufjs/eventemitter': 1.1.0
-      '@protobufjs/fetch': 1.1.0
+      '@protobufjs/codegen': 2.0.5
+      '@protobufjs/eventemitter': 1.1.1
+      '@protobufjs/fetch': 1.1.1
       '@protobufjs/float': 1.0.2
-      '@protobufjs/inquire': 1.1.0
+      '@protobufjs/inquire': 1.1.2
       '@protobufjs/path': 1.1.2
       '@protobufjs/pool': 1.1.0
-      '@protobufjs/utf8': 1.1.0
+      '@protobufjs/utf8': 1.1.1
       '@types/node': 25.6.0
       long: 5.3.2
 
@@ -6813,7 +6813,7 @@ snapshots:
 
   word-wrap@1.2.5: {}
 
-  ws@8.20.0: {}
+  ws@8.21.0: {}
 
   xlsx@file:vendor/xlsx: {}