diff --git a/docs/5-CONFIGURATION/reverse-proxy.md b/docs/5-CONFIGURATION/reverse-proxy.md
index 9371f7f..f7dd1ad 100644
--- a/docs/5-CONFIGURATION/reverse-proxy.md
+++ b/docs/5-CONFIGURATION/reverse-proxy.md
@@ -621,6 +621,11 @@ Error creating source. Please try again.
 **Root Cause:**
 When uploading files, your reverse proxy may reject the request due to body size limits *before* it reaches the application. Since the error happens at the proxy level, CORS headers are not included in the response.
 
+**Version Requirement:**
+- **Open Notebook v1.3.2+** is required for file uploads >10MB
+- Uses Next.js 16+ which supports the `proxyClientMaxBodySize` configuration option
+- Check your version: Settings → About (bottom of settings page)
+
 **Solutions:**
 
 1. **Nginx - Increase body size limit**:
diff --git a/docs/7-DEVELOPMENT/development-setup.md b/docs/7-DEVELOPMENT/development-setup.md
index 377df32..e0bbc2f 100644
--- a/docs/7-DEVELOPMENT/development-setup.md
+++ b/docs/7-DEVELOPMENT/development-setup.md
@@ -176,7 +176,7 @@ npm run dev
 You should see:
 ```
 > next dev
-  ▲ Next.js 15.x
+  ▲ Next.js 16.x
   - Local:        http://localhost:3000
 ```
 
diff --git a/frontend/package-lock.json b/frontend/package-lock.json
index 3544ee1..6011f4d 100644
--- a/frontend/package-lock.json
+++ b/frontend/package-lock.json
@@ -35,10 +35,10 @@
         "cmdk": "^1.1.1",
         "date-fns": "^4.1.0",
         "lucide-react": "^0.525.0",
-        "next": "15.4.10",
+        "next": "^16.1.1",
         "next-themes": "^0.4.6",
-        "react": "19.1.0",
-        "react-dom": "19.1.0",
+        "react": "^19.2.3",
+        "react-dom": "^19.2.3",
         "react-hook-form": "^7.60.0",
         "react-markdown": "^10.1.0",
         "remark-gfm": "^4.0.1",
@@ -106,9 +106,10 @@
       }
     },
     "node_modules/@emnapi/runtime": {
-      "version": "1.4.5",
-      "resolved": "https://registry.npmjs.org/@emnapi/runtime/-/runtime-1.4.5.tgz",
-      "integrity": "sha512-++LApOtY0pEEz1zrd9vy1/zXVaVJJ/EbAF3u0fXIzPJEDtnITsBGbbK0EkM72amhl/R5b+5xx0Y/QhcVOpuulg==",
+      "version": "1.8.1",
+      "resolved": "https://registry.npmjs.org/@emnapi/runtime/-/runtime-1.8.1.tgz",
+      "integrity": "sha512-mehfKSMWjjNol8659Z8KxEMrdSJDDot5SXMq00dM8BN4o+CLNXQ0xH2V7EchNHV4RmbZLmmPdEaXZc5H2FXmDg==",
+      "license": "MIT",
       "optional": true,
       "dependencies": {
         "tslib": "^2.4.0"
@@ -361,13 +362,24 @@
         "url": "https://github.com/sponsors/nzakas"
       }
     },
+    "node_modules/@img/colour": {
+      "version": "1.0.0",
+      "resolved": "https://registry.npmjs.org/@img/colour/-/colour-1.0.0.tgz",
+      "integrity": "sha512-A5P/LfWGFSl6nsckYtjw9da+19jB8hkJ6ACTGcDfEJ0aE+l2n2El7dsVM7UVHZQ9s2lmYMWlrS21YLy2IR1LUw==",
+      "license": "MIT",
+      "optional": true,
+      "engines": {
+        "node": ">=18"
+      }
+    },
     "node_modules/@img/sharp-darwin-arm64": {
-      "version": "0.34.3",
-      "resolved": "https://registry.npmjs.org/@img/sharp-darwin-arm64/-/sharp-darwin-arm64-0.34.3.tgz",
-      "integrity": "sha512-ryFMfvxxpQRsgZJqBd4wsttYQbCxsJksrv9Lw/v798JcQ8+w84mBWuXwl+TT0WJ/WrYOLaYpwQXi3sA9nTIaIg==",
+      "version": "0.34.5",
+      "resolved": "https://registry.npmjs.org/@img/sharp-darwin-arm64/-/sharp-darwin-arm64-0.34.5.tgz",
+      "integrity": "sha512-imtQ3WMJXbMY4fxb/Ndp6HBTNVtWCUI0WdobyheGf5+ad6xX8VIDO8u2xE4qc/fr08CKG/7dDseFtn6M6g/r3w==",
       "cpu": [
         "arm64"
       ],
+      "license": "Apache-2.0",
       "optional": true,
       "os": [
         "darwin"
@@ -379,16 +391,17 @@
         "url": "https://opencollective.com/libvips"
       },
       "optionalDependencies": {
-        "@img/sharp-libvips-darwin-arm64": "1.2.0"
+        "@img/sharp-libvips-darwin-arm64": "1.2.4"
       }
     },
     "node_modules/@img/sharp-darwin-x64": {
-      "version": "0.34.3",
-      "resolved": "https://registry.npmjs.org/@img/sharp-darwin-x64/-/sharp-darwin-x64-0.34.3.tgz",
-      "integrity": "sha512-yHpJYynROAj12TA6qil58hmPmAwxKKC7reUqtGLzsOHfP7/rniNGTL8tjWX6L3CTV4+5P4ypcS7Pp+7OB+8ihA==",
+      "version": "0.34.5",
+      "resolved": "https://registry.npmjs.org/@img/sharp-darwin-x64/-/sharp-darwin-x64-0.34.5.tgz",
+      "integrity": "sha512-YNEFAF/4KQ/PeW0N+r+aVVsoIY0/qxxikF2SWdp+NRkmMB7y9LBZAVqQ4yhGCm/H3H270OSykqmQMKLBhBJDEw==",
       "cpu": [
         "x64"
       ],
+      "license": "Apache-2.0",
       "optional": true,
       "os": [
         "darwin"
@@ -400,16 +413,17 @@
         "url": "https://opencollective.com/libvips"
       },
       "optionalDependencies": {
-        "@img/sharp-libvips-darwin-x64": "1.2.0"
+        "@img/sharp-libvips-darwin-x64": "1.2.4"
       }
     },
     "node_modules/@img/sharp-libvips-darwin-arm64": {
-      "version": "1.2.0",
-      "resolved": "https://registry.npmjs.org/@img/sharp-libvips-darwin-arm64/-/sharp-libvips-darwin-arm64-1.2.0.tgz",
-      "integrity": "sha512-sBZmpwmxqwlqG9ueWFXtockhsxefaV6O84BMOrhtg/YqbTaRdqDE7hxraVE3y6gVM4eExmfzW4a8el9ArLeEiQ==",
+      "version": "1.2.4",
+      "resolved": "https://registry.npmjs.org/@img/sharp-libvips-darwin-arm64/-/sharp-libvips-darwin-arm64-1.2.4.tgz",
+      "integrity": "sha512-zqjjo7RatFfFoP0MkQ51jfuFZBnVE2pRiaydKJ1G/rHZvnsrHAOcQALIi9sA5co5xenQdTugCvtb1cuf78Vf4g==",
       "cpu": [
         "arm64"
       ],
+      "license": "LGPL-3.0-or-later",
       "optional": true,
       "os": [
         "darwin"
@@ -419,12 +433,13 @@
       }
     },
     "node_modules/@img/sharp-libvips-darwin-x64": {
-      "version": "1.2.0",
-      "resolved": "https://registry.npmjs.org/@img/sharp-libvips-darwin-x64/-/sharp-libvips-darwin-x64-1.2.0.tgz",
-      "integrity": "sha512-M64XVuL94OgiNHa5/m2YvEQI5q2cl9d/wk0qFTDVXcYzi43lxuiFTftMR1tOnFQovVXNZJ5TURSDK2pNe9Yzqg==",
+      "version": "1.2.4",
+      "resolved": "https://registry.npmjs.org/@img/sharp-libvips-darwin-x64/-/sharp-libvips-darwin-x64-1.2.4.tgz",
+      "integrity": "sha512-1IOd5xfVhlGwX+zXv2N93k0yMONvUlANylbJw1eTah8K/Jtpi15KC+WSiaX/nBmbm2HxRM1gZ0nSdjSsrZbGKg==",
       "cpu": [
         "x64"
       ],
+      "license": "LGPL-3.0-or-later",
       "optional": true,
       "os": [
         "darwin"
@@ -434,12 +449,13 @@
       }
     },
     "node_modules/@img/sharp-libvips-linux-arm": {
-      "version": "1.2.0",
-      "resolved": "https://registry.npmjs.org/@img/sharp-libvips-linux-arm/-/sharp-libvips-linux-arm-1.2.0.tgz",
-      "integrity": "sha512-mWd2uWvDtL/nvIzThLq3fr2nnGfyr/XMXlq8ZJ9WMR6PXijHlC3ksp0IpuhK6bougvQrchUAfzRLnbsen0Cqvw==",
+      "version": "1.2.4",
+      "resolved": "https://registry.npmjs.org/@img/sharp-libvips-linux-arm/-/sharp-libvips-linux-arm-1.2.4.tgz",
+      "integrity": "sha512-bFI7xcKFELdiNCVov8e44Ia4u2byA+l3XtsAj+Q8tfCwO6BQ8iDojYdvoPMqsKDkuoOo+X6HZA0s0q11ANMQ8A==",
       "cpu": [
         "arm"
       ],
+      "license": "LGPL-3.0-or-later",
       "optional": true,
       "os": [
         "linux"
@@ -449,12 +465,13 @@
       }
     },
     "node_modules/@img/sharp-libvips-linux-arm64": {
-      "version": "1.2.0",
-      "resolved": "https://registry.npmjs.org/@img/sharp-libvips-linux-arm64/-/sharp-libvips-linux-arm64-1.2.0.tgz",
-      "integrity": "sha512-RXwd0CgG+uPRX5YYrkzKyalt2OJYRiJQ8ED/fi1tq9WQW2jsQIn0tqrlR5l5dr/rjqq6AHAxURhj2DVjyQWSOA==",
+      "version": "1.2.4",
+      "resolved": "https://registry.npmjs.org/@img/sharp-libvips-linux-arm64/-/sharp-libvips-linux-arm64-1.2.4.tgz",
+      "integrity": "sha512-excjX8DfsIcJ10x1Kzr4RcWe1edC9PquDRRPx3YVCvQv+U5p7Yin2s32ftzikXojb1PIFc/9Mt28/y+iRklkrw==",
       "cpu": [
         "arm64"
       ],
+      "license": "LGPL-3.0-or-later",
       "optional": true,
       "os": [
         "linux"
@@ -464,12 +481,29 @@
       }
     },
     "node_modules/@img/sharp-libvips-linux-ppc64": {
-      "version": "1.2.0",
-      "resolved": "https://registry.npmjs.org/@img/sharp-libvips-linux-ppc64/-/sharp-libvips-linux-ppc64-1.2.0.tgz",
-      "integrity": "sha512-Xod/7KaDDHkYu2phxxfeEPXfVXFKx70EAFZ0qyUdOjCcxbjqyJOEUpDe6RIyaunGxT34Anf9ue/wuWOqBW2WcQ==",
+      "version": "1.2.4",
+      "resolved": "https://registry.npmjs.org/@img/sharp-libvips-linux-ppc64/-/sharp-libvips-linux-ppc64-1.2.4.tgz",
+      "integrity": "sha512-FMuvGijLDYG6lW+b/UvyilUWu5Ayu+3r2d1S8notiGCIyYU/76eig1UfMmkZ7vwgOrzKzlQbFSuQfgm7GYUPpA==",
       "cpu": [
         "ppc64"
       ],
+      "license": "LGPL-3.0-or-later",
+      "optional": true,
+      "os": [
+        "linux"
+      ],
+      "funding": {
+        "url": "https://opencollective.com/libvips"
+      }
+    },
+    "node_modules/@img/sharp-libvips-linux-riscv64": {
+      "version": "1.2.4",
+      "resolved": "https://registry.npmjs.org/@img/sharp-libvips-linux-riscv64/-/sharp-libvips-linux-riscv64-1.2.4.tgz",
+      "integrity": "sha512-oVDbcR4zUC0ce82teubSm+x6ETixtKZBh/qbREIOcI3cULzDyb18Sr/Wcyx7NRQeQzOiHTNbZFF1UwPS2scyGA==",
+      "cpu": [
+        "riscv64"
+      ],
+      "license": "LGPL-3.0-or-later",
       "optional": true,
       "os": [
         "linux"
@@ -479,12 +513,13 @@
       }
     },
     "node_modules/@img/sharp-libvips-linux-s390x": {
-      "version": "1.2.0",
-      "resolved": "https://registry.npmjs.org/@img/sharp-libvips-linux-s390x/-/sharp-libvips-linux-s390x-1.2.0.tgz",
-      "integrity": "sha512-eMKfzDxLGT8mnmPJTNMcjfO33fLiTDsrMlUVcp6b96ETbnJmd4uvZxVJSKPQfS+odwfVaGifhsB07J1LynFehw==",
+      "version": "1.2.4",
+      "resolved": "https://registry.npmjs.org/@img/sharp-libvips-linux-s390x/-/sharp-libvips-linux-s390x-1.2.4.tgz",
+      "integrity": "sha512-qmp9VrzgPgMoGZyPvrQHqk02uyjA0/QrTO26Tqk6l4ZV0MPWIW6LTkqOIov+J1yEu7MbFQaDpwdwJKhbJvuRxQ==",
       "cpu": [
         "s390x"
       ],
+      "license": "LGPL-3.0-or-later",
       "optional": true,
       "os": [
         "linux"
@@ -494,12 +529,13 @@
       }
     },
     "node_modules/@img/sharp-libvips-linux-x64": {
-      "version": "1.2.0",
-      "resolved": "https://registry.npmjs.org/@img/sharp-libvips-linux-x64/-/sharp-libvips-linux-x64-1.2.0.tgz",
-      "integrity": "sha512-ZW3FPWIc7K1sH9E3nxIGB3y3dZkpJlMnkk7z5tu1nSkBoCgw2nSRTFHI5pB/3CQaJM0pdzMF3paf9ckKMSE9Tg==",
+      "version": "1.2.4",
+      "resolved": "https://registry.npmjs.org/@img/sharp-libvips-linux-x64/-/sharp-libvips-linux-x64-1.2.4.tgz",
+      "integrity": "sha512-tJxiiLsmHc9Ax1bz3oaOYBURTXGIRDODBqhveVHonrHJ9/+k89qbLl0bcJns+e4t4rvaNBxaEZsFtSfAdquPrw==",
       "cpu": [
         "x64"
       ],
+      "license": "LGPL-3.0-or-later",
       "optional": true,
       "os": [
         "linux"
@@ -509,12 +545,13 @@
       }
     },
     "node_modules/@img/sharp-libvips-linuxmusl-arm64": {
-      "version": "1.2.0",
-      "resolved": "https://registry.npmjs.org/@img/sharp-libvips-linuxmusl-arm64/-/sharp-libvips-linuxmusl-arm64-1.2.0.tgz",
-      "integrity": "sha512-UG+LqQJbf5VJ8NWJ5Z3tdIe/HXjuIdo4JeVNADXBFuG7z9zjoegpzzGIyV5zQKi4zaJjnAd2+g2nna8TZvuW9Q==",
+      "version": "1.2.4",
+      "resolved": "https://registry.npmjs.org/@img/sharp-libvips-linuxmusl-arm64/-/sharp-libvips-linuxmusl-arm64-1.2.4.tgz",
+      "integrity": "sha512-FVQHuwx1IIuNow9QAbYUzJ+En8KcVm9Lk5+uGUQJHaZmMECZmOlix9HnH7n1TRkXMS0pGxIJokIVB9SuqZGGXw==",
       "cpu": [
         "arm64"
       ],
+      "license": "LGPL-3.0-or-later",
       "optional": true,
       "os": [
         "linux"
@@ -524,12 +561,13 @@
       }
     },
     "node_modules/@img/sharp-libvips-linuxmusl-x64": {
-      "version": "1.2.0",
-      "resolved": "https://registry.npmjs.org/@img/sharp-libvips-linuxmusl-x64/-/sharp-libvips-linuxmusl-x64-1.2.0.tgz",
-      "integrity": "sha512-SRYOLR7CXPgNze8akZwjoGBoN1ThNZoqpOgfnOxmWsklTGVfJiGJoC/Lod7aNMGA1jSsKWM1+HRX43OP6p9+6Q==",
+      "version": "1.2.4",
+      "resolved": "https://registry.npmjs.org/@img/sharp-libvips-linuxmusl-x64/-/sharp-libvips-linuxmusl-x64-1.2.4.tgz",
+      "integrity": "sha512-+LpyBk7L44ZIXwz/VYfglaX/okxezESc6UxDSoyo2Ks6Jxc4Y7sGjpgU9s4PMgqgjj1gZCylTieNamqA1MF7Dg==",
       "cpu": [
         "x64"
       ],
+      "license": "LGPL-3.0-or-later",
       "optional": true,
       "os": [
         "linux"
@@ -539,12 +577,13 @@
       }
     },
     "node_modules/@img/sharp-linux-arm": {
-      "version": "0.34.3",
-      "resolved": "https://registry.npmjs.org/@img/sharp-linux-arm/-/sharp-linux-arm-0.34.3.tgz",
-      "integrity": "sha512-oBK9l+h6KBN0i3dC8rYntLiVfW8D8wH+NPNT3O/WBHeW0OQWCjfWksLUaPidsrDKpJgXp3G3/hkmhptAW0I3+A==",
+      "version": "0.34.5",
+      "resolved": "https://registry.npmjs.org/@img/sharp-linux-arm/-/sharp-linux-arm-0.34.5.tgz",
+      "integrity": "sha512-9dLqsvwtg1uuXBGZKsxem9595+ujv0sJ6Vi8wcTANSFpwV/GONat5eCkzQo/1O6zRIkh0m/8+5BjrRr7jDUSZw==",
       "cpu": [
         "arm"
       ],
+      "license": "Apache-2.0",
       "optional": true,
       "os": [
         "linux"
@@ -556,16 +595,17 @@
         "url": "https://opencollective.com/libvips"
       },
       "optionalDependencies": {
-        "@img/sharp-libvips-linux-arm": "1.2.0"
+        "@img/sharp-libvips-linux-arm": "1.2.4"
       }
     },
     "node_modules/@img/sharp-linux-arm64": {
-      "version": "0.34.3",
-      "resolved": "https://registry.npmjs.org/@img/sharp-linux-arm64/-/sharp-linux-arm64-0.34.3.tgz",
-      "integrity": "sha512-QdrKe3EvQrqwkDrtuTIjI0bu6YEJHTgEeqdzI3uWJOH6G1O8Nl1iEeVYRGdj1h5I21CqxSvQp1Yv7xeU3ZewbA==",
+      "version": "0.34.5",
+      "resolved": "https://registry.npmjs.org/@img/sharp-linux-arm64/-/sharp-linux-arm64-0.34.5.tgz",
+      "integrity": "sha512-bKQzaJRY/bkPOXyKx5EVup7qkaojECG6NLYswgktOZjaXecSAeCWiZwwiFf3/Y+O1HrauiE3FVsGxFg8c24rZg==",
       "cpu": [
         "arm64"
       ],
+      "license": "Apache-2.0",
       "optional": true,
       "os": [
         "linux"
@@ -577,16 +617,17 @@
         "url": "https://opencollective.com/libvips"
       },
       "optionalDependencies": {
-        "@img/sharp-libvips-linux-arm64": "1.2.0"
+        "@img/sharp-libvips-linux-arm64": "1.2.4"
       }
     },
     "node_modules/@img/sharp-linux-ppc64": {
-      "version": "0.34.3",
-      "resolved": "https://registry.npmjs.org/@img/sharp-linux-ppc64/-/sharp-linux-ppc64-0.34.3.tgz",
-      "integrity": "sha512-GLtbLQMCNC5nxuImPR2+RgrviwKwVql28FWZIW1zWruy6zLgA5/x2ZXk3mxj58X/tszVF69KK0Is83V8YgWhLA==",
+      "version": "0.34.5",
+      "resolved": "https://registry.npmjs.org/@img/sharp-linux-ppc64/-/sharp-linux-ppc64-0.34.5.tgz",
+      "integrity": "sha512-7zznwNaqW6YtsfrGGDA6BRkISKAAE1Jo0QdpNYXNMHu2+0dTrPflTLNkpc8l7MUP5M16ZJcUvysVWWrMefZquA==",
       "cpu": [
         "ppc64"
       ],
+      "license": "Apache-2.0",
       "optional": true,
       "os": [
         "linux"
@@ -598,16 +639,39 @@
         "url": "https://opencollective.com/libvips"
       },
       "optionalDependencies": {
-        "@img/sharp-libvips-linux-ppc64": "1.2.0"
+        "@img/sharp-libvips-linux-ppc64": "1.2.4"
+      }
+    },
+    "node_modules/@img/sharp-linux-riscv64": {
+      "version": "0.34.5",
+      "resolved": "https://registry.npmjs.org/@img/sharp-linux-riscv64/-/sharp-linux-riscv64-0.34.5.tgz",
+      "integrity": "sha512-51gJuLPTKa7piYPaVs8GmByo7/U7/7TZOq+cnXJIHZKavIRHAP77e3N2HEl3dgiqdD/w0yUfiJnII77PuDDFdw==",
+      "cpu": [
+        "riscv64"
+      ],
+      "license": "Apache-2.0",
+      "optional": true,
+      "os": [
+        "linux"
+      ],
+      "engines": {
+        "node": "^18.17.0 || ^20.3.0 || >=21.0.0"
+      },
+      "funding": {
+        "url": "https://opencollective.com/libvips"
+      },
+      "optionalDependencies": {
+        "@img/sharp-libvips-linux-riscv64": "1.2.4"
       }
     },
     "node_modules/@img/sharp-linux-s390x": {
-      "version": "0.34.3",
-      "resolved": "https://registry.npmjs.org/@img/sharp-linux-s390x/-/sharp-linux-s390x-0.34.3.tgz",
-      "integrity": "sha512-3gahT+A6c4cdc2edhsLHmIOXMb17ltffJlxR0aC2VPZfwKoTGZec6u5GrFgdR7ciJSsHT27BD3TIuGcuRT0KmQ==",
+      "version": "0.34.5",
+      "resolved": "https://registry.npmjs.org/@img/sharp-linux-s390x/-/sharp-linux-s390x-0.34.5.tgz",
+      "integrity": "sha512-nQtCk0PdKfho3eC5MrbQoigJ2gd1CgddUMkabUj+rBevs8tZ2cULOx46E7oyX+04WGfABgIwmMC0VqieTiR4jg==",
       "cpu": [
         "s390x"
       ],
+      "license": "Apache-2.0",
       "optional": true,
       "os": [
         "linux"
@@ -619,16 +683,17 @@
         "url": "https://opencollective.com/libvips"
       },
       "optionalDependencies": {
-        "@img/sharp-libvips-linux-s390x": "1.2.0"
+        "@img/sharp-libvips-linux-s390x": "1.2.4"
       }
     },
     "node_modules/@img/sharp-linux-x64": {
-      "version": "0.34.3",
-      "resolved": "https://registry.npmjs.org/@img/sharp-linux-x64/-/sharp-linux-x64-0.34.3.tgz",
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-        "@next/swc-linux-arm64-musl": "15.4.8",
-        "@next/swc-linux-x64-gnu": "15.4.8",
-        "@next/swc-linux-x64-musl": "15.4.8",
-        "@next/swc-win32-arm64-msvc": "15.4.8",
-        "@next/swc-win32-x64-msvc": "15.4.8",
-        "sharp": "^0.34.3"
+        "@next/swc-darwin-arm64": "16.1.1",
+        "@next/swc-darwin-x64": "16.1.1",
+        "@next/swc-linux-arm64-gnu": "16.1.1",
+        "@next/swc-linux-arm64-musl": "16.1.1",
+        "@next/swc-linux-x64-gnu": "16.1.1",
+        "@next/swc-linux-x64-musl": "16.1.1",
+        "@next/swc-win32-arm64-msvc": "16.1.1",
+        "@next/swc-win32-x64-msvc": "16.1.1",
+        "sharp": "^0.34.4"
       },
       "peerDependencies": {
         "@opentelemetry/api": "^1.1.0",
@@ -7927,22 +7980,24 @@
       ]
     },
     "node_modules/react": {
-      "version": "19.1.0",
-      "resolved": "https://registry.npmjs.org/react/-/react-19.1.0.tgz",
-      "integrity": "sha512-FS+XFBNvn3GTAWq26joslQgWNoFu08F4kl0J4CgdNKADkdSGXQyTCnKteIAJy96Br6YbpEU1LSzV5dYtjMkMDg==",
+      "version": "19.2.3",
+      "resolved": "https://registry.npmjs.org/react/-/react-19.2.3.tgz",
+      "integrity": "sha512-Ku/hhYbVjOQnXDZFv2+RibmLFGwFdeeKHFcOTlrt7xplBnya5OGn/hIRDsqDiSUcfORsDC7MPxwork8jBwsIWA==",
+      "license": "MIT",
       "engines": {
         "node": ">=0.10.0"
       }
     },
     "node_modules/react-dom": {
-      "version": "19.1.0",
-      "resolved": "https://registry.npmjs.org/react-dom/-/react-dom-19.1.0.tgz",
-      "integrity": "sha512-Xs1hdnE+DyKgeHJeJznQmYMIBG3TKIHJJT95Q58nHLSrElKlGQqDTR2HQ9fx5CN/Gk6Vh/kupBTDLU11/nDk/g==",
+      "version": "19.2.3",
+      "resolved": "https://registry.npmjs.org/react-dom/-/react-dom-19.2.3.tgz",
+      "integrity": "sha512-yELu4WmLPw5Mr/lmeEpox5rw3RETacE++JgHqQzd2dg+YbJuat3jH4ingc+WPZhxaoFzdv9y33G+F7Nl5O0GBg==",
+      "license": "MIT",
       "dependencies": {
-        "scheduler": "^0.26.0"
+        "scheduler": "^0.27.0"
       },
       "peerDependencies": {
-        "react": "^19.1.0"
+        "react": "^19.2.3"
       }
     },
     "node_modules/react-hook-form": {
@@ -8516,15 +8571,17 @@
       }
     },
     "node_modules/scheduler": {
-      "version": "0.26.0",
-      "resolved": "https://registry.npmjs.org/scheduler/-/scheduler-0.26.0.tgz",
-      "integrity": "sha512-NlHwttCI/l5gCPR3D1nNXtWABUmBwvZpEQiD4IXSbIDq8BzLIK/7Ir5gTFSGZDUu37K5cMNp0hFtzO38sC7gWA=="
+      "version": "0.27.0",
+      "resolved": "https://registry.npmjs.org/scheduler/-/scheduler-0.27.0.tgz",
+      "integrity": "sha512-eNv+WrVbKu1f3vbYJT/xtiF5syA5HPIMtf9IgY/nKg0sWqzAUEvqY/xm7OcZc/qafLx/iO9FgOmeSAp4v5ti/Q==",
+      "license": "MIT"
     },
     "node_modules/semver": {
-      "version": "7.7.2",
-      "resolved": "https://registry.npmjs.org/semver/-/semver-7.7.2.tgz",
-      "integrity": "sha512-RF0Fw+rO5AMf9MAyaRXI4AV0Ulj5lMHqVxxdSgiVbixSCXoEmmX/jk0CuJw4+3SqroYO9VoUh+HcuJivvtJemA==",
+      "version": "7.7.3",
+      "resolved": "https://registry.npmjs.org/semver/-/semver-7.7.3.tgz",
+      "integrity": "sha512-SdsKMrI9TdgjdweUSR9MweHA4EJ8YxHn8DFaDisvhVlUOe4BF1tLD7GAj0lIqWVl+dPb/rExr0Btby5loQm20Q==",
       "devOptional": true,
+      "license": "ISC",
       "bin": {
         "semver": "bin/semver.js"
       },
@@ -8579,15 +8636,16 @@
       }
     },
     "node_modules/sharp": {
-      "version": "0.34.3",
-      "resolved": "https://registry.npmjs.org/sharp/-/sharp-0.34.3.tgz",
-      "integrity": "sha512-eX2IQ6nFohW4DbvHIOLRB3MHFpYqaqvXd3Tp5e/T/dSH83fxaNJQRvDMhASmkNTsNTVF2/OOopzRCt7xokgPfg==",
+      "version": "0.34.5",
+      "resolved": "https://registry.npmjs.org/sharp/-/sharp-0.34.5.tgz",
+      "integrity": "sha512-Ou9I5Ft9WNcCbXrU9cMgPBcCK8LiwLqcbywW3t4oDV37n1pzpuNLsYiAV8eODnjbtQlSDwZ2cUEeQz4E54Hltg==",
       "hasInstallScript": true,
+      "license": "Apache-2.0",
       "optional": true,
       "dependencies": {
-        "color": "^4.2.3",
-        "detect-libc": "^2.0.4",
-        "semver": "^7.7.2"
+        "@img/colour": "^1.0.0",
+        "detect-libc": "^2.1.2",
+        "semver": "^7.7.3"
       },
       "engines": {
         "node": "^18.17.0 || ^20.3.0 || >=21.0.0"
@@ -8596,28 +8654,30 @@
         "url": "https://opencollective.com/libvips"
       },
       "optionalDependencies": {
-        "@img/sharp-darwin-arm64": "0.34.3",
-        "@img/sharp-darwin-x64": "0.34.3",
-        "@img/sharp-libvips-darwin-arm64": "1.2.0",
-        "@img/sharp-libvips-darwin-x64": "1.2.0",
-        "@img/sharp-libvips-linux-arm": "1.2.0",
-        "@img/sharp-libvips-linux-arm64": "1.2.0",
-        "@img/sharp-libvips-linux-ppc64": "1.2.0",
-        "@img/sharp-libvips-linux-s390x": "1.2.0",
-        "@img/sharp-libvips-linux-x64": "1.2.0",
-        "@img/sharp-libvips-linuxmusl-arm64": "1.2.0",
-        "@img/sharp-libvips-linuxmusl-x64": "1.2.0",
-        "@img/sharp-linux-arm": "0.34.3",
-        "@img/sharp-linux-arm64": "0.34.3",
-        "@img/sharp-linux-ppc64": "0.34.3",
-        "@img/sharp-linux-s390x": "0.34.3",
-        "@img/sharp-linux-x64": "0.34.3",
-        "@img/sharp-linuxmusl-arm64": "0.34.3",
-        "@img/sharp-linuxmusl-x64": "0.34.3",
-        "@img/sharp-wasm32": "0.34.3",
-        "@img/sharp-win32-arm64": "0.34.3",
-        "@img/sharp-win32-ia32": "0.34.3",
-        "@img/sharp-win32-x64": "0.34.3"
+        "@img/sharp-darwin-arm64": "0.34.5",
+        "@img/sharp-darwin-x64": "0.34.5",
+        "@img/sharp-libvips-darwin-arm64": "1.2.4",
+        "@img/sharp-libvips-darwin-x64": "1.2.4",
+        "@img/sharp-libvips-linux-arm": "1.2.4",
+        "@img/sharp-libvips-linux-arm64": "1.2.4",
+        "@img/sharp-libvips-linux-ppc64": "1.2.4",
+        "@img/sharp-libvips-linux-riscv64": "1.2.4",
+        "@img/sharp-libvips-linux-s390x": "1.2.4",
+        "@img/sharp-libvips-linux-x64": "1.2.4",
+        "@img/sharp-libvips-linuxmusl-arm64": "1.2.4",
+        "@img/sharp-libvips-linuxmusl-x64": "1.2.4",
+        "@img/sharp-linux-arm": "0.34.5",
+        "@img/sharp-linux-arm64": "0.34.5",
+        "@img/sharp-linux-ppc64": "0.34.5",
+        "@img/sharp-linux-riscv64": "0.34.5",
+        "@img/sharp-linux-s390x": "0.34.5",
+        "@img/sharp-linux-x64": "0.34.5",
+        "@img/sharp-linuxmusl-arm64": "0.34.5",
+        "@img/sharp-linuxmusl-x64": "0.34.5",
+        "@img/sharp-wasm32": "0.34.5",
+        "@img/sharp-win32-arm64": "0.34.5",
+        "@img/sharp-win32-ia32": "0.34.5",
+        "@img/sharp-win32-x64": "0.34.5"
       }
     },
     "node_modules/shebang-command": {
@@ -8713,15 +8773,6 @@
         "url": "https://github.com/sponsors/ljharb"
       }
     },
-    "node_modules/simple-swizzle": {
-      "version": "0.2.2",
-      "resolved": "https://registry.npmjs.org/simple-swizzle/-/simple-swizzle-0.2.2.tgz",
-      "integrity": "sha512-JA//kQgZtbuY83m+xT+tXJkmJncGMTFT+C+g2h2R9uxkYIrE2yy9sgmcLhCnw57/WSD+Eh3J97FPEDFnbXnDUg==",
-      "optional": true,
-      "dependencies": {
-        "is-arrayish": "^0.3.1"
-      }
-    },
     "node_modules/sonner": {
       "version": "2.0.6",
       "resolved": "https://registry.npmjs.org/sonner/-/sonner-2.0.6.tgz",
diff --git a/frontend/package.json b/frontend/package.json
index 5fa4ffd..0de5611 100644
--- a/frontend/package.json
+++ b/frontend/package.json
@@ -36,10 +36,10 @@
     "cmdk": "^1.1.1",
     "date-fns": "^4.1.0",
     "lucide-react": "^0.525.0",
-    "next": "15.4.10",
+    "next": "^16.1.1",
     "next-themes": "^0.4.6",
-    "react": "19.1.0",
-    "react-dom": "19.1.0",
+    "react": "^19.2.3",
+    "react-dom": "^19.2.3",
     "react-hook-form": "^7.60.0",
     "react-markdown": "^10.1.0",
     "remark-gfm": "^4.0.1",
diff --git a/frontend/src/middleware.ts b/frontend/src/proxy.ts
similarity index 88%
rename from frontend/src/middleware.ts
rename to frontend/src/proxy.ts
index 80b5f3d..3f2d615 100644
--- a/frontend/src/middleware.ts
+++ b/frontend/src/proxy.ts
@@ -1,7 +1,7 @@
 import { NextResponse } from 'next/server'
 import type { NextRequest } from 'next/server'
 
-export function middleware(request: NextRequest) {
+export function proxy(request: NextRequest) {
   const { pathname } = request.nextUrl
 
   // Redirect root to notebooks
@@ -16,4 +16,4 @@ export const config = {
   matcher: [
     '/((?!api|_next/static|_next/image|favicon.ico).*)',
   ],
-}
\ No newline at end of file
+}
diff --git a/frontend/tsconfig.json b/frontend/tsconfig.json
index c133409..b575f7d 100644
--- a/frontend/tsconfig.json
+++ b/frontend/tsconfig.json
@@ -1,7 +1,11 @@
 {
   "compilerOptions": {
     "target": "ES2017",
-    "lib": ["dom", "dom.iterable", "esnext"],
+    "lib": [
+      "dom",
+      "dom.iterable",
+      "esnext"
+    ],
     "allowJs": true,
     "skipLibCheck": true,
     "strict": true,
@@ -11,7 +15,7 @@
     "moduleResolution": "bundler",
     "resolveJsonModule": true,
     "isolatedModules": true,
-    "jsx": "preserve",
+    "jsx": "react-jsx",
     "incremental": true,
     "plugins": [
       {
@@ -19,9 +23,19 @@
       }
     ],
     "paths": {
-      "@/*": ["./src/*"]
+      "@/*": [
+        "./src/*"
+      ]
     }
   },
-  "include": ["next-env.d.ts", "**/*.ts", "**/*.tsx", ".next/types/**/*.ts"],
-  "exclude": ["node_modules"]
+  "include": [
+    "next-env.d.ts",
+    "**/*.ts",
+    "**/*.tsx",
+    ".next/types/**/*.ts",
+    ".next/dev/types/**/*.ts"
+  ],
+  "exclude": [
+    "node_modules"
+  ]
 }