diff --git a/web/package-lock.json b/web/package-lock.json
index d6e4253..7ffa8a7 100644
--- a/web/package-lock.json
+++ b/web/package-lock.json
@@ -17,7 +17,7 @@
         "framer-motion": "^11.11.0",
         "gpt-tokenizer": "^2.5.1",
         "lucide-react": "^0.460.0",
-        "next": "15.0.3",
+        "next": "^16.3.4",
         "react": "^18.3.1",
         "react-dom": "^18.3.1",
         "tailwind-merge": "^2.5.4",
@@ -30,7 +30,7 @@
         "@types/react": "^18.3.12",
         "@types/react-dom": "^18.3.1",
         "autoprefixer": "^10.4.20",
-        "postcss": "^8.4.49",
+        "postcss": "^8.5.18",
         "tailwindcss": "^3.4.15",
         "typescript": "^5.6.3"
       }
@@ -79,19 +79,29 @@
       "license": "MIT"
     },
     "node_modules/@emnapi/runtime": {
-      "version": "1.11.1",
-      "resolved": "https://registry.npmjs.org/@emnapi/runtime/-/runtime-1.11.1.tgz",
-      "integrity": "sha512-vgj7R3y3Wgx24IQaGPA/R6YFXLHVMOZ0uVEyIQPaWs+rd1AzfEMXlAC22FYwO1XkKR6NPsq7mUandH8oIRdZFw==",
+      "version": "1.11.3",
+      "resolved": "https://registry.npmjs.org/@emnapi/runtime/-/runtime-1.11.3.tgz",
+      "integrity": "sha512-Xz4Tpyki7XyrpbUK1jR1AhdAdaXyhhY4lZ3neLodmhpuWfy2PAQN5B46sAiU4liOXGLkHypn/qU+jvfWSCYYLA==",
       "license": "MIT",
       "optional": true,
       "dependencies": {
         "tslib": "^2.4.0"
       }
     },
+    "node_modules/@img/colour": {
+      "version": "1.1.0",
+      "resolved": "https://registry.npmjs.org/@img/colour/-/colour-1.1.0.tgz",
+      "integrity": "sha512-Td76q7j57o/tLVdgS746cYARfSyxk8iEfRxewL9h4OMzYhbW4TAcppl0mT4eyqXddh6L/jwoM75mo7ixa/pCeQ==",
+      "license": "MIT",
+      "optional": true,
+      "engines": {
+        "node": ">=18"
+      }
+    },
     "node_modules/@img/sharp-darwin-arm64": {
-      "version": "0.33.5",
-      "resolved": "https://registry.npmjs.org/@img/sharp-darwin-arm64/-/sharp-darwin-arm64-0.33.5.tgz",
-      "integrity": "sha512-UT4p+iz/2H4twwAoLCqfA9UH5pI6DggwKEGuaPy7nCVQ8ZsiY5PIcrRvD1DzuY3qYL07NtIQcWnBSY/heikIFQ==",
+      "version": "0.35.4",
+      "resolved": "https://registry.npmjs.org/@img/sharp-darwin-arm64/-/sharp-darwin-arm64-0.35.4.tgz",
+      "integrity": "sha512-Uhfl4V4lhP2nbUVF9+hyH1+luj86f1gUFeo8ALYxFoULoU+G87D43BfeMP8XHsk9boxAnCY/bf2EHwhA7MuGsA==",
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         "arm64"
       ],
@@ -101,19 +111,19 @@
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-        "node": "^18.17.0 || ^20.3.0 || >=21.0.0"
+        "node": ">=20.9.0"
       },
       "funding": {
         "url": "https://opencollective.com/libvips"
       },
       "optionalDependencies": {
-        "@img/sharp-libvips-darwin-arm64": "1.0.4"
+        "@img/sharp-libvips-darwin-arm64": "1.3.3"
       }
     },
     "node_modules/@img/sharp-darwin-x64": {
-      "version": "0.33.5",
-      "resolved": "https://registry.npmjs.org/@img/sharp-darwin-x64/-/sharp-darwin-x64-0.33.5.tgz",
-      "integrity": "sha512-fyHac4jIc1ANYGRDxtiqelIbdWkIuQaI84Mv45KvGRRxSAa7o7d1ZKAOBaYbnepLC1WqxfpimdeWfvqqSGwR2Q==",
+      "version": "0.35.4",
+      "resolved": "https://registry.npmjs.org/@img/sharp-darwin-x64/-/sharp-darwin-x64-0.35.4.tgz",
+      "integrity": "sha512-hWniXY3bG5qKpkKrAwPe4y+VTPmf086YQAnkxWh7uA1YrlRouWGa0M0Mxj3ZjnXFkv7/TD1bTy9lGUK26vRvWw==",
       "cpu": [
         "x64"
       ],
@@ -123,19 +133,38 @@
         "darwin"
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       "engines": {
-        "node": "^18.17.0 || ^20.3.0 || >=21.0.0"
+        "node": ">=20.9.0"
       },
       "funding": {
         "url": "https://opencollective.com/libvips"
       },
       "optionalDependencies": {
-        "@img/sharp-libvips-darwin-x64": "1.0.4"
+        "@img/sharp-libvips-darwin-x64": "1.3.3"
+      }
+    },
+    "node_modules/@img/sharp-freebsd-wasm32": {
+      "version": "0.35.4",
+      "resolved": "https://registry.npmjs.org/@img/sharp-freebsd-wasm32/-/sharp-freebsd-wasm32-0.35.4.tgz",
+      "integrity": "sha512-lIsKw/BU+kjB4eZjxrYrZmwOJYi3Ajrv66iAlBmUPyKc3HpnloevB1g3wxGD9P/5BbQ1brBGl65VRRrCvQDEqA==",
+      "license": "Apache-2.0",
+      "optional": true,
+      "os": [
+        "freebsd"
+      ],
+      "dependencies": {
+        "@img/sharp-wasm32": "0.35.4"
+      },
+      "engines": {
+        "node": ">=20.9.0"
+      },
+      "funding": {
+        "url": "https://opencollective.com/libvips"
       }
     },
     "node_modules/@img/sharp-libvips-darwin-arm64": {
-      "version": "1.0.4",
-      "resolved": "https://registry.npmjs.org/@img/sharp-libvips-darwin-arm64/-/sharp-libvips-darwin-arm64-1.0.4.tgz",
-      "integrity": "sha512-XblONe153h0O2zuFfTAbQYAX2JhYmDHeWikp1LM9Hul9gVPjFY427k6dFEcOL72O01QxQsWi761svJ/ev9xEDg==",
+      "version": "1.3.3",
+      "resolved": "https://registry.npmjs.org/@img/sharp-libvips-darwin-arm64/-/sharp-libvips-darwin-arm64-1.3.3.tgz",
+      "integrity": "sha512-suTBPTDGrI9WodccaDdwZItTSaBYASlBk1NSfElSHrUfzu3szG6lvIF58+WiFvnfzuK8ZBFS5zE00PxqxnRiPg==",
       "cpu": [
         "arm64"
       ],
@@ -149,9 +178,9 @@
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     "node_modules/@img/sharp-libvips-darwin-x64": {
-      "version": "1.0.4",
-      "resolved": "https://registry.npmjs.org/@img/sharp-libvips-darwin-x64/-/sharp-libvips-darwin-x64-1.0.4.tgz",
-      "integrity": "sha512-xnGR8YuZYfJGmWPvmlunFaWJsb9T/AO2ykoP3Fz/0X5XV2aoYBPkX6xqCQvUTKKiLddarLaxpzNe+b1hjeWHAQ==",
+      "version": "1.3.3",
+      "resolved": "https://registry.npmjs.org/@img/sharp-libvips-darwin-x64/-/sharp-libvips-darwin-x64-1.3.3.tgz",
+      "integrity": "sha512-FVJZ5mITMobmXIz/hPDTw0EintTW5H3WfrxwLqEqjiIihlu+hVRyGrFQ60xl0Lxn7Bt3zdpevPaQi0HEzqz9fw==",
       "cpu": [
         "x64"
       ],
@@ -165,9 +194,9 @@
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     "node_modules/@img/sharp-libvips-linux-arm": {
-      "version": "1.0.5",
-      "resolved": "https://registry.npmjs.org/@img/sharp-libvips-linux-arm/-/sharp-libvips-linux-arm-1.0.5.tgz",
-      "integrity": "sha512-gvcC4ACAOPRNATg/ov8/MnbxFDJqf/pDePbBnuBDcjsI8PssmjoKMAz4LtLaVi+OnSb5FK/yIOamqDwGmXW32g==",
+      "version": "1.3.3",
+      "resolved": "https://registry.npmjs.org/@img/sharp-libvips-linux-arm/-/sharp-libvips-linux-arm-1.3.3.tgz",
+      "integrity": "sha512-3rbU4vqXXc3hY/OiXdl52xZvT0F1yEngWfvqudtPJg/KkyiaQw2DRsFrNzpmLvfavbwOq3qXn36GP8obHRULQA==",
       "cpu": [
         "arm"
       ],
@@ -181,9 +210,9 @@
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     "node_modules/@img/sharp-libvips-linux-arm64": {
-      "version": "1.0.4",
-      "resolved": "https://registry.npmjs.org/@img/sharp-libvips-linux-arm64/-/sharp-libvips-linux-arm64-1.0.4.tgz",
-      "integrity": "sha512-9B+taZ8DlyyqzZQnoeIvDVR/2F4EbMepXMc/NdVbkzsJbzkUjhXv/70GQJ7tdLA4YJgNP25zukcxpX2/SueNrA==",
+      "version": "1.3.3",
+      "resolved": "https://registry.npmjs.org/@img/sharp-libvips-linux-arm64/-/sharp-libvips-linux-arm64-1.3.3.tgz",
+      "integrity": "sha512-0DaL0A6Xu6sQSQFwe4iVCrKWU2cCTItnRsYsCdxAMm9NF6twAA9BKnoqy4hqz4+azQ0JHuA26qiUKsf1XJ/v5A==",
       "cpu": [
         "arm64"
       ],
@@ -196,10 +225,42 @@
         "url": "https://opencollective.com/libvips"
       }
     },
+    "node_modules/@img/sharp-libvips-linux-ppc64": {
+      "version": "1.3.3",
+      "resolved": "https://registry.npmjs.org/@img/sharp-libvips-linux-ppc64/-/sharp-libvips-linux-ppc64-1.3.3.tgz",
+      "integrity": "sha512-cdn1OvUBwsXhbC0zSzJnNzf5MZ/mTrobawDvNXBTxe8VtqKAm0sRuEY2Evzovb/w9JMk4TvRxqt1mekSuJz64w==",
+      "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": "1.3.3",
+      "resolved": "https://registry.npmjs.org/@img/sharp-libvips-linux-riscv64/-/sharp-libvips-linux-riscv64-1.3.3.tgz",
+      "integrity": "sha512-HjPVx7yKz+0lqdhDlTw1tt90wamBoxhiXpvl1XZpJLiHH4RCJ5yDTqH+VlYPv2fwFs89JFw4c1IexYOcQUi4IQ==",
+      "cpu": [
+        "riscv64"
+      ],
+      "license": "LGPL-3.0-or-later",
+      "optional": true,
+      "os": [
+        "linux"
+      ],
+      "funding": {
+        "url": "https://opencollective.com/libvips"
+      }
+    },
     "node_modules/@img/sharp-libvips-linux-s390x": {
-      "version": "1.0.4",
-      "resolved": "https://registry.npmjs.org/@img/sharp-libvips-linux-s390x/-/sharp-libvips-linux-s390x-1.0.4.tgz",
-      "integrity": "sha512-u7Wz6ntiSSgGSGcjZ55im6uvTrOxSIS8/dgoVMoiGE9I6JAfU50yH5BoDlYA1tcuGS7g/QNtetJnxA6QEsCVTA==",
+      "version": "1.3.3",
+      "resolved": "https://registry.npmjs.org/@img/sharp-libvips-linux-s390x/-/sharp-libvips-linux-s390x-1.3.3.tgz",
+      "integrity": "sha512-neWLh+3yCNThxnfy3c4BbVBeGgt9aftno+XbT56iK28RgeDs3UOFWviLWlUu0bArYVYJaFDK+RRohbicUNCm8Q==",
       "cpu": [
         "s390x"
       ],
@@ -213,9 +274,9 @@
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     "node_modules/@img/sharp-libvips-linux-x64": {
-      "version": "1.0.4",
-      "resolved": "https://registry.npmjs.org/@img/sharp-libvips-linux-x64/-/sharp-libvips-linux-x64-1.0.4.tgz",
-      "integrity": "sha512-MmWmQ3iPFZr0Iev+BAgVMb3ZyC4KeFc3jFxnNbEPas60e1cIfevbtuyf9nDGIzOaW9PdnDciJm+wFFaTlj5xYw==",
+      "version": "1.3.3",
+      "resolved": "https://registry.npmjs.org/@img/sharp-libvips-linux-x64/-/sharp-libvips-linux-x64-1.3.3.tgz",
+      "integrity": "sha512-4vKmvAst9nrowcqquKFAyZJUDolUaIp8uRiN0mWFguJ1IplC9/pitXtlnnlU4aa/eJw3J7i67V+pwUL+wZGdsA==",
       "cpu": [
         "x64"
       ],
@@ -229,9 +290,9 @@
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     "node_modules/@img/sharp-libvips-linuxmusl-arm64": {
-      "version": "1.0.4",
-      "resolved": "https://registry.npmjs.org/@img/sharp-libvips-linuxmusl-arm64/-/sharp-libvips-linuxmusl-arm64-1.0.4.tgz",
-      "integrity": "sha512-9Ti+BbTYDcsbp4wfYib8Ctm1ilkugkA/uscUn6UXK1ldpC1JjiXbLfFZtRlBhjPZ5o1NCLiDbg8fhUPKStHoTA==",
+      "version": "1.3.3",
+      "resolved": "https://registry.npmjs.org/@img/sharp-libvips-linuxmusl-arm64/-/sharp-libvips-linuxmusl-arm64-1.3.3.tgz",
+      "integrity": "sha512-Y9kQaLMuNoB0bPYOOdcZMaseNrFpPodIWWMrx+CZyydf2xn68j9WYc6sWWRrDwNkzCQjKYfc68L7jKjGlHMibw==",
       "cpu": [
         "arm64"
       ],
@@ -245,9 +306,9 @@
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     "node_modules/@img/sharp-libvips-linuxmusl-x64": {
-      "version": "1.0.4",
-      "resolved": "https://registry.npmjs.org/@img/sharp-libvips-linuxmusl-x64/-/sharp-libvips-linuxmusl-x64-1.0.4.tgz",
-      "integrity": "sha512-viYN1KX9m+/hGkJtvYYp+CCLgnJXwiQB39damAO7WMdKWlIhmYTfHjwSbQeUK/20vY154mwezd9HflVFM1wVSw==",
+      "version": "1.3.3",
+      "resolved": "https://registry.npmjs.org/@img/sharp-libvips-linuxmusl-x64/-/sharp-libvips-linuxmusl-x64-1.3.3.tgz",
+      "integrity": "sha512-fj8Mv0HHfD1Rr+4I68+3agJynxDWtBFgicTbSOb9Bke6pIwzGcJ+RX/yHjmiEGFMCavY/dxvem7MyNaJF+wDiw==",
       "cpu": [
         "x64"
       ],
@@ -261,9 +322,9 @@
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     "node_modules/@img/sharp-linux-arm": {
-      "version": "0.33.5",
-      "resolved": "https://registry.npmjs.org/@img/sharp-linux-arm/-/sharp-linux-arm-0.33.5.tgz",
-      "integrity": "sha512-JTS1eldqZbJxjvKaAkxhZmBqPRGmxgu+qFKSInv8moZ2AmT5Yib3EQ1c6gp493HvrvV8QgdOXdyaIBrhvFhBMQ==",
+      "version": "0.35.4",
+      "resolved": "https://registry.npmjs.org/@img/sharp-linux-arm/-/sharp-linux-arm-0.35.4.tgz",
+      "integrity": "sha512-7OAS8gI0EReKGVN2HssHlM6umJgxF5VI3xN0p9FA91p/YO+ou5hiNghLdZ5BEHztwaaK5+bLKRf8x/o2L2nk9A==",
       "cpu": [
         "arm"
       ],
@@ -273,19 +334,19 @@
         "linux"
       ],
       "engines": {
-        "node": "^18.17.0 || ^20.3.0 || >=21.0.0"
+        "node": ">=20.9.0"
       },
       "funding": {
         "url": "https://opencollective.com/libvips"
       },
       "optionalDependencies": {
-        "@img/sharp-libvips-linux-arm": "1.0.5"
+        "@img/sharp-libvips-linux-arm": "1.3.3"
       }
     },
     "node_modules/@img/sharp-linux-arm64": {
-      "version": "0.33.5",
-      "resolved": "https://registry.npmjs.org/@img/sharp-linux-arm64/-/sharp-linux-arm64-0.33.5.tgz",
-      "integrity": "sha512-JMVv+AMRyGOHtO1RFBiJy/MBsgz0x4AWrT6QoEVVTyh1E39TrCUpTRI7mx9VksGX4awWASxqCYLCV4wBZHAYxA==",
+      "version": "0.35.4",
+      "resolved": "https://registry.npmjs.org/@img/sharp-linux-arm64/-/sharp-linux-arm64-0.35.4.tgz",
+      "integrity": "sha512-De4jpEnAU8Hd5oT0j1G3uL4ZvTuipVMn7YC6vPaJhy6/7EwEae0SVAoBrUMYQbkLGDm85taVWwuPc1a44LTzCQ==",
       "cpu": [
         "arm64"
       ],
@@ -295,19 +356,63 @@
         "linux"
       ],
       "engines": {
-        "node": "^18.17.0 || ^20.3.0 || >=21.0.0"
+        "node": ">=20.9.0"
       },
       "funding": {
         "url": "https://opencollective.com/libvips"
       },
       "optionalDependencies": {
-        "@img/sharp-libvips-linux-arm64": "1.0.4"
+        "@img/sharp-libvips-linux-arm64": "1.3.3"
+      }
+    },
+    "node_modules/@img/sharp-linux-ppc64": {
+      "version": "0.35.4",
+      "resolved": "https://registry.npmjs.org/@img/sharp-linux-ppc64/-/sharp-linux-ppc64-0.35.4.tgz",
+      "integrity": "sha512-2oYZJeIl4kCcMGk4ouZVjnkCtFrpQFlNEtJ6GbxzhHQchwH0NH/qEb9ykmOl29dqwMq+JhFdZn+1ak2FKhI9fQ==",
+      "cpu": [
+        "ppc64"
+      ],
+      "license": "Apache-2.0",
+      "optional": true,
+      "os": [
+        "linux"
+      ],
+      "engines": {
+        "node": ">=20.9.0"
+      },
+      "funding": {
+        "url": "https://opencollective.com/libvips"
+      },
+      "optionalDependencies": {
+        "@img/sharp-libvips-linux-ppc64": "1.3.3"
+      }
+    },
+    "node_modules/@img/sharp-linux-riscv64": {
+      "version": "0.35.4",
+      "resolved": "https://registry.npmjs.org/@img/sharp-linux-riscv64/-/sharp-linux-riscv64-0.35.4.tgz",
+      "integrity": "sha512-cPbNChoRURAWdebDIHSenxRpgEdy7JkPydSnUxRm9VvKD7m0/xVaR/8Fzlu81pk5nHEvHH87UZUA7cTtwnbJSA==",
+      "cpu": [
+        "riscv64"
+      ],
+      "license": "Apache-2.0",
+      "optional": true,
+      "os": [
+        "linux"
+      ],
+      "engines": {
+        "node": ">=20.9.0"
+      },
+      "funding": {
+        "url": "https://opencollective.com/libvips"
+      },
+      "optionalDependencies": {
+        "@img/sharp-libvips-linux-riscv64": "1.3.3"
       }
     },
     "node_modules/@img/sharp-linux-s390x": {
-      "version": "0.33.5",
-      "resolved": "https://registry.npmjs.org/@img/sharp-linux-s390x/-/sharp-linux-s390x-0.33.5.tgz",
-      "integrity": "sha512-y/5PCd+mP4CA/sPDKl2961b+C9d+vPAveS33s6Z3zfASk2j5upL6fXVPZi7ztePZ5CuH+1kW8JtvxgbuXHRa4Q==",
+      "version": "0.35.4",
+      "resolved": "https://registry.npmjs.org/@img/sharp-linux-s390x/-/sharp-linux-s390x-0.35.4.tgz",
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@@ -317,19 +422,19 @@
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       ],
       "engines": {
-        "node": "^18.17.0 || ^20.3.0 || >=21.0.0"
+        "node": ">=20.9.0"
       },
       "funding": {
         "url": "https://opencollective.com/libvips"
       },
       "optionalDependencies": {
-        "@img/sharp-libvips-linux-s390x": "1.0.4"
+        "@img/sharp-libvips-linux-s390x": "1.3.3"
       }
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     "node_modules/@img/sharp-linux-x64": {
-      "version": "0.33.5",
-      "resolved": "https://registry.npmjs.org/@img/sharp-linux-x64/-/sharp-linux-x64-0.33.5.tgz",
-      "integrity": "sha512-opC+Ok5pRNAzuvq1AG0ar+1owsu842/Ab+4qvU879ippJBHvyY5n2mxF1izXqkPYlGuP/M556uh53jRLJmzTWA==",
+      "version": "0.35.4",
+      "resolved": "https://registry.npmjs.org/@img/sharp-linux-x64/-/sharp-linux-x64-0.35.4.tgz",
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       ],
@@ -339,19 +444,19 @@
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       "engines": {
-        "node": "^18.17.0 || ^20.3.0 || >=21.0.0"
+        "node": ">=20.9.0"
       },
       "funding": {
         "url": "https://opencollective.com/libvips"
       },
       "optionalDependencies": {
-        "@img/sharp-libvips-linux-x64": "1.0.4"
+        "@img/sharp-libvips-linux-x64": "1.3.3"
       }
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     "node_modules/@img/sharp-linuxmusl-arm64": {
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-      "resolved": "https://registry.npmjs.org/@img/sharp-linuxmusl-arm64/-/sharp-linuxmusl-arm64-0.33.5.tgz",
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-      "deprecated": "This version has a security vulnerability. Please upgrade to a patched version. See https://nextjs.org/blog/CVE-2025-66478 for more details.",
+      "version": "16.3.4",
+      "resolved": "https://registry.npmjs.org/next/-/next-16.3.4.tgz",
+      "integrity": "sha512-/Ztf6CeRH+ejEXUrYtqI4gkS66eFIHuSwqi60RgcpWKodxFZx2/dqVCMKBwILfAHXQ+F1b1vAudgj3mnxqtoIA==",
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-        "@swc/counter": "0.1.3",
-        "@swc/helpers": "0.5.13",
-        "busboy": "1.6.0",
+        "@next/env": "16.3.4",
+        "@swc/helpers": "0.5.23",
+        "baseline-browser-mapping": "^2.9.19",
         "caniuse-lite": "^1.0.30001579",
-        "postcss": "8.4.31",
+        "postcss": "8.5.23",
         "styled-jsx": "5.1.6"
       },
       "bin": {
         "next": "dist/bin/next"
       },
       "engines": {
-        "node": "^18.18.0 || ^19.8.0 || >= 20.0.0"
+        "node": ">=20.9.0"
       },
       "optionalDependencies": {
-        "@next/swc-darwin-arm64": "15.0.3",
-        "@next/swc-darwin-x64": "15.0.3",
-        "@next/swc-linux-arm64-gnu": "15.0.3",
-        "@next/swc-linux-arm64-musl": "15.0.3",
-        "@next/swc-linux-x64-gnu": "15.0.3",
-        "@next/swc-linux-x64-musl": "15.0.3",
-        "@next/swc-win32-arm64-msvc": "15.0.3",
-        "@next/swc-win32-x64-msvc": "15.0.3",
-        "sharp": "^0.33.5"
+        "@next/swc-darwin-arm64": "16.3.4",
+        "@next/swc-darwin-x64": "16.3.4",
+        "@next/swc-linux-arm64-gnu": "16.3.4",
+        "@next/swc-linux-arm64-musl": "16.3.4",
+        "@next/swc-linux-x64-gnu": "16.3.4",
+        "@next/swc-linux-x64-musl": "16.3.4",
+        "@next/swc-win32-arm64-msvc": "16.3.4",
+        "@next/swc-win32-x64-msvc": "16.3.4",
+        "sharp": "^0.35.4"
       },
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         "@opentelemetry/api": "^1.1.0",
-        "@playwright/test": "^1.41.2",
+        "@playwright/test": "^1.51.1",
         "babel-plugin-react-compiler": "*",
-        "react": "^18.2.0 || 19.0.0-rc-66855b96-20241106",
-        "react-dom": "^18.2.0 || 19.0.0-rc-66855b96-20241106",
+        "react": "^18.2.0 || 19.0.0-rc-de68d2f4-20241204 || ^19.0.0",
+        "react-dom": "^18.2.0 || 19.0.0-rc-de68d2f4-20241204 || ^19.0.0",
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@@ -2045,34 +2113,6 @@
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-      "resolved": "https://registry.npmjs.org/postcss/-/postcss-8.4.31.tgz",
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-          "type": "opencollective",
-          "url": "https://opencollective.com/postcss/"
-        },
-        {
-          "type": "tidelift",
-          "url": "https://tidelift.com/funding/github/npm/postcss"
-        },
-        {
-          "type": "github",
-          "url": "https://github.com/sponsors/ai"
-        }
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-      "license": "MIT",
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-        "picocolors": "^1.0.0",
-        "source-map-js": "^1.0.2"
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       "resolved": "https://registry.npmjs.org/node-domexception/-/node-domexception-1.0.0.tgz",
@@ -2200,10 +2240,9 @@
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-      "resolved": "https://registry.npmjs.org/postcss/-/postcss-8.5.15.tgz",
-      "integrity": "sha512-FfR8sjd4em2T6fb3I2MwAJU7HWVMr9zba+enmQeeWFfCbm+UOC/0X4DS8XtpUTMwWMGbjKYP7xjfNekzyGmB3A==",
-      "dev": true,
+      "version": "8.5.23",
+      "resolved": "https://registry.npmjs.org/postcss/-/postcss-8.5.23.tgz",
+      "integrity": "sha512-g50586zr4bZmwFiTlflMu8E0bDTb5I5gertgwAKmsdUlTQIhZtunzUlD1WSzwcVWPoAVpsrA6vlfCD7oXvRwgg==",
       "funding": [
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@@ -2220,7 +2259,7 @@
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       "license": "MIT",
       "dependencies": {
-        "nanoid": "^3.3.12",
+        "nanoid": "^3.3.16",
         "picocolors": "^1.1.1",
         "source-map-js": "^1.2.1"
       },
@@ -2511,53 +2550,53 @@
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-      "hasInstallScript": true,
+      "version": "0.35.4",
+      "resolved": "https://registry.npmjs.org/sharp/-/sharp-0.35.4.tgz",
+      "integrity": "sha512-n++8XWcj+jCOr2IOl7h8LbKnGBDY4aPbmprMONBNFdn0ImXqpGVv5zliDs0V9HbmbCQLpbuo2ej9rAoOQTvMDA==",
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       "dependencies": {
-        "color": "^4.2.3",
-        "detect-libc": "^2.0.3",
-        "semver": "^7.6.3"
+        "@img/colour": "^1.1.0",
+        "detect-libc": "^2.1.2",
+        "semver": "^7.8.5"
       },
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-        "node": "^18.17.0 || ^20.3.0 || >=21.0.0"
+        "node": ">=20.9.0"
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-        "@img/sharp-libvips-darwin-x64": "1.0.4",
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-      "resolved": "https://registry.npmjs.org/simple-swizzle/-/simple-swizzle-0.2.4.tgz",
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-      "license": "MIT",
-      "optional": true,
-      "dependencies": {
-        "is-arrayish": "^0.3.1"
+        "@img/sharp-darwin-arm64": "0.35.4",
+        "@img/sharp-darwin-x64": "0.35.4",
+        "@img/sharp-freebsd-wasm32": "0.35.4",
+        "@img/sharp-libvips-darwin-arm64": "1.3.3",
+        "@img/sharp-libvips-darwin-x64": "1.3.3",
+        "@img/sharp-libvips-linux-arm": "1.3.3",
+        "@img/sharp-libvips-linux-arm64": "1.3.3",
+        "@img/sharp-libvips-linux-ppc64": "1.3.3",
+        "@img/sharp-libvips-linux-riscv64": "1.3.3",
+        "@img/sharp-libvips-linux-s390x": "1.3.3",
+        "@img/sharp-libvips-linux-x64": "1.3.3",
+        "@img/sharp-libvips-linuxmusl-arm64": "1.3.3",
+        "@img/sharp-libvips-linuxmusl-x64": "1.3.3",
+        "@img/sharp-linux-arm": "0.35.4",
+        "@img/sharp-linux-arm64": "0.35.4",
+        "@img/sharp-linux-ppc64": "0.35.4",
+        "@img/sharp-linux-riscv64": "0.35.4",
+        "@img/sharp-linux-s390x": "0.35.4",
+        "@img/sharp-linux-x64": "0.35.4",
+        "@img/sharp-linuxmusl-arm64": "0.35.4",
+        "@img/sharp-linuxmusl-x64": "0.35.4",
+        "@img/sharp-webcontainers-wasm32": "0.35.4",
+        "@img/sharp-win32-arm64": "0.35.4",
+        "@img/sharp-win32-ia32": "0.35.4",
+        "@img/sharp-win32-x64": "0.35.4"
+      },
+      "peerDependenciesMeta": {
+        "@types/node": {
+          "optional": true
+        }
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     "node_modules/source-map-js": {
@@ -2569,14 +2608,6 @@
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diff --git a/web/package.json b/web/package.json
index 6dd459d..ba60768 100644
--- a/web/package.json
+++ b/web/package.json
@@ -18,7 +18,7 @@
     "framer-motion": "^11.11.0",
     "gpt-tokenizer": "^2.5.1",
     "lucide-react": "^0.460.0",
-    "next": "15.0.3",
+    "next": "^16.3.4",
     "react": "^18.3.1",
     "react-dom": "^18.3.1",
     "tailwind-merge": "^2.5.4",
@@ -31,8 +31,12 @@
     "@types/react": "^18.3.12",
     "@types/react-dom": "^18.3.1",
     "autoprefixer": "^10.4.20",
-    "postcss": "^8.4.49",
+    "postcss": "^8.5.18",
     "tailwindcss": "^3.4.15",
     "typescript": "^5.6.3"
+  },
+  "overrides": {
+    "nanoid": "^3.3.18",
+    "sharp": "^0.35.0"
   }
 }
diff --git a/web/tsconfig.json b/web/tsconfig.json
index afedc74..803331c 100644
--- a/web/tsconfig.json
+++ b/web/tsconfig.json
@@ -1,7 +1,11 @@
 {
   "compilerOptions": {
     "target": "ES2022",
-    "lib": ["dom", "dom.iterable", "esnext"],
+    "lib": [
+      "dom",
+      "dom.iterable",
+      "esnext"
+    ],
     "allowJs": true,
     "skipLibCheck": true,
     "strict": true,
@@ -11,11 +15,27 @@
     "moduleResolution": "bundler",
     "resolveJsonModule": true,
     "isolatedModules": true,
-    "jsx": "preserve",
+    "jsx": "react-jsx",
     "incremental": true,
-    "plugins": [{ "name": "next" }],
-    "paths": { "@/*": ["./*"] }
+    "plugins": [
+      {
+        "name": "next"
+      }
+    ],
+    "paths": {
+      "@/*": [
+        "./*"
+      ]
+    }
   },
-  "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"
+  ]
 }