diff --git a/package-lock.json b/package-lock.json
index b3441a2f..e513bf8c 100644
--- a/package-lock.json
+++ b/package-lock.json
@@ -36,6 +36,13 @@
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+      "version": "4.55.1",
+      "resolved": "https://registry.npmjs.org/@rollup/rollup-win32-arm64-msvc/-/rollup-win32-arm64-msvc-4.55.1.tgz",
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@@ -1996,9 +2063,9 @@
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+      "version": "4.55.1",
+      "resolved": "https://registry.npmjs.org/@rollup/rollup-win32-ia32-msvc/-/rollup-win32-ia32-msvc-4.55.1.tgz",
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@@ -2010,9 +2077,9 @@
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-      "resolved": "https://registry.npmjs.org/@rollup/rollup-win32-x64-gnu/-/rollup-win32-x64-gnu-4.54.0.tgz",
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+      "version": "4.55.1",
+      "resolved": "https://registry.npmjs.org/@rollup/rollup-win32-x64-gnu/-/rollup-win32-x64-gnu-4.55.1.tgz",
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         "x64"
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@@ -2024,9 +2091,9 @@
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-      "resolved": "https://registry.npmjs.org/@rollup/rollup-win32-x64-msvc/-/rollup-win32-x64-msvc-4.54.0.tgz",
-      "integrity": "sha512-hYT5d3YNdSh3mbCU1gwQyPgQd3T2ne0A3KG8KSBdav5TiBg6eInVmV+TeR5uHufiIgSFg0XsOWGW5/RhNcSvPg==",
+      "version": "4.55.1",
+      "resolved": "https://registry.npmjs.org/@rollup/rollup-win32-x64-msvc/-/rollup-win32-x64-msvc-4.55.1.tgz",
+      "integrity": "sha512-SPEpaL6DX4rmcXtnhdrQYgzQ5W2uW3SCJch88lB2zImhJRhIIK44fkUrgIV/Q8yUNfw5oyZ5vkeQsZLhCb06lw==",
       "cpu": [
         "x64"
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@@ -2498,7 +2565,6 @@
         "@types/d3-selection": "*"
       }
     },
-<<<<<<< HEAD
     "node_modules/@types/deep-eql": {
       "version": "4.0.2",
       "resolved": "https://registry.npmjs.org/@types/deep-eql/-/deep-eql-4.0.2.tgz",
@@ -2512,7 +2578,7 @@
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       "dev": true,
       "license": "MIT"
-=======
+    },
     "node_modules/@types/jszip": {
       "version": "3.4.0",
       "resolved": "https://registry.npmjs.org/@types/jszip/-/jszip-3.4.0.tgz",
@@ -2522,7 +2588,6 @@
       "dependencies": {
         "jszip": "*"
       }
->>>>>>> develop
     },
     "node_modules/@types/node": {
       "version": "24.10.1",
@@ -3057,18 +3122,17 @@
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       "license": "MIT"
     },
-<<<<<<< HEAD
     "node_modules/convert-source-map": {
       "version": "2.0.0",
       "resolved": "https://registry.npmjs.org/convert-source-map/-/convert-source-map-2.0.0.tgz",
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       "dev": true,
-=======
+      "license": "MIT"
+    },
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       "resolved": "https://registry.npmjs.org/core-util-is/-/core-util-is-1.0.3.tgz",
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->>>>>>> develop
       "license": "MIT"
     },
     "node_modules/cross-spawn": {
@@ -3107,9 +3171,9 @@
       "license": "MIT"
     },
     "node_modules/cssstyle": {
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-      "resolved": "https://registry.npmjs.org/cssstyle/-/cssstyle-5.3.6.tgz",
-      "integrity": "sha512-legscpSpgSAeGEe0TNcai97DKt9Vd9AsAdOL7Uoetb52Ar/8eJm3LIa39qpv8wWzLFlNG4vVvppQM+teaMPj3A==",
+      "version": "5.3.7",
+      "resolved": "https://registry.npmjs.org/cssstyle/-/cssstyle-5.3.7.tgz",
+      "integrity": "sha512-7D2EPVltRrsTkhpQmksIu+LxeWAIEk6wRDMJ1qljlv+CKHJM+cJLlfhWIzNA44eAsHXSNe3+vO6DW1yCYx8SuQ==",
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@@ -3378,9 +3442,9 @@
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-      "resolved": "https://registry.npmjs.org/esbuild/-/esbuild-0.25.12.tgz",
-      "integrity": "sha512-bbPBYYrtZbkt6Os6FiTLCTFxvq4tt3JKall1vRwshA3fdVztsLAatFaZobhkBC8/BrPetoa0oksYoKXoG4ryJg==",
+      "version": "0.27.2",
+      "resolved": "https://registry.npmjs.org/esbuild/-/esbuild-0.27.2.tgz",
+      "integrity": "sha512-HyNQImnsOC7X9PMNaCIeAm4ISCQXs5a5YasTXVliKv4uuBo1dKrG0A+uQS8M5eXjVMnLg3WgXaKvprHlFJQffw==",
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@@ -3391,32 +3455,32 @@
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-        "@esbuild/android-arm": "0.25.12",
-        "@esbuild/android-arm64": "0.25.12",
-        "@esbuild/android-x64": "0.25.12",
-        "@esbuild/darwin-arm64": "0.25.12",
-        "@esbuild/darwin-x64": "0.25.12",
-        "@esbuild/freebsd-arm64": "0.25.12",
-        "@esbuild/freebsd-x64": "0.25.12",
-        "@esbuild/linux-arm": "0.25.12",
-        "@esbuild/linux-arm64": "0.25.12",
-        "@esbuild/linux-ia32": "0.25.12",
-        "@esbuild/linux-loong64": "0.25.12",
-        "@esbuild/linux-mips64el": "0.25.12",
-        "@esbuild/linux-ppc64": "0.25.12",
-        "@esbuild/linux-riscv64": "0.25.12",
-        "@esbuild/linux-s390x": "0.25.12",
-        "@esbuild/linux-x64": "0.25.12",
-        "@esbuild/netbsd-arm64": "0.25.12",
-        "@esbuild/netbsd-x64": "0.25.12",
-        "@esbuild/openbsd-arm64": "0.25.12",
-        "@esbuild/openbsd-x64": "0.25.12",
-        "@esbuild/openharmony-arm64": "0.25.12",
-        "@esbuild/sunos-x64": "0.25.12",
-        "@esbuild/win32-arm64": "0.25.12",
-        "@esbuild/win32-ia32": "0.25.12",
-        "@esbuild/win32-x64": "0.25.12"
+        "@esbuild/aix-ppc64": "0.27.2",
+        "@esbuild/android-arm": "0.27.2",
+        "@esbuild/android-arm64": "0.27.2",
+        "@esbuild/android-x64": "0.27.2",
+        "@esbuild/darwin-arm64": "0.27.2",
+        "@esbuild/darwin-x64": "0.27.2",
+        "@esbuild/freebsd-arm64": "0.27.2",
+        "@esbuild/freebsd-x64": "0.27.2",
+        "@esbuild/linux-arm": "0.27.2",
+        "@esbuild/linux-arm64": "0.27.2",
+        "@esbuild/linux-ia32": "0.27.2",
+        "@esbuild/linux-loong64": "0.27.2",
+        "@esbuild/linux-mips64el": "0.27.2",
+        "@esbuild/linux-ppc64": "0.27.2",
+        "@esbuild/linux-riscv64": "0.27.2",
+        "@esbuild/linux-s390x": "0.27.2",
+        "@esbuild/linux-x64": "0.27.2",
+        "@esbuild/netbsd-arm64": "0.27.2",
+        "@esbuild/netbsd-x64": "0.27.2",
+        "@esbuild/openbsd-arm64": "0.27.2",
+        "@esbuild/openbsd-x64": "0.27.2",
+        "@esbuild/openharmony-arm64": "0.27.2",
+        "@esbuild/sunos-x64": "0.27.2",
+        "@esbuild/win32-arm64": "0.27.2",
+        "@esbuild/win32-ia32": "0.27.2",
+        "@esbuild/win32-x64": "0.27.2"
       }
     },
     "node_modules/escalade": {
@@ -3667,16 +3731,16 @@
       }
     },
     "node_modules/html-encoding-sniffer": {
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-      "resolved": "https://registry.npmjs.org/html-encoding-sniffer/-/html-encoding-sniffer-4.0.0.tgz",
-      "integrity": "sha512-Y22oTqIU4uuPgEemfz7NDJz6OeKf12Lsu+QC+s3BVpda64lTiMYCyGwg5ki4vFxkMwQdeZDl2adZoqUgdFuTgQ==",
+      "version": "6.0.0",
+      "resolved": "https://registry.npmjs.org/html-encoding-sniffer/-/html-encoding-sniffer-6.0.0.tgz",
+      "integrity": "sha512-CV9TW3Y3f8/wT0BRFc1/KAVQ3TUHiXmaAb6VW9vtiMFf7SLoMd1PdAc4W3KFOFETBJUb90KatHqlsZMWV+R9Gg==",
       "dev": true,
       "license": "MIT",
       "dependencies": {
-        "whatwg-encoding": "^3.1.1"
+        "@exodus/bytes": "^1.6.0"
       },
       "engines": {
-        "node": ">=18"
+        "node": "^20.19.0 || ^22.12.0 || >=24.0.0"
       }
     },
     "node_modules/html-escaper": {
@@ -3713,19 +3777,11 @@
         "node": ">= 14"
       }
     },
-<<<<<<< HEAD
-    "node_modules/iconv-lite": {
-      "version": "0.6.3",
-      "resolved": "https://registry.npmjs.org/iconv-lite/-/iconv-lite-0.6.3.tgz",
-      "integrity": "sha512-4fCk79wshMdzMp2rH06qWrJE4iolqLhCUH+OiuIgU++RB0+94NlDL81atO7GX55uUKueo0txHNtvEyI6D7WdMw==",
-      "dev": true,
-      "license": "MIT",
-      "dependencies": {
-        "safer-buffer": ">= 2.1.2 < 3.0.0"
-      },
-      "engines": {
-        "node": ">=0.10.0"
-      }
+    "node_modules/immediate": {
+      "version": "3.0.6",
+      "resolved": "https://registry.npmjs.org/immediate/-/immediate-3.0.6.tgz",
+      "integrity": "sha512-XXOFtyqDjNDAQxVfYxuF7g9Il/IbWmmlQg2MYKOH8ExIT1qg6xc4zyS3HaEEATgs1btfzxq15ciUiY7gjSXRGQ==",
+      "license": "MIT"
     },
     "node_modules/indent-string": {
       "version": "4.0.0",
@@ -3736,19 +3792,12 @@
       "engines": {
         "node": ">=8"
       }
-=======
-    "node_modules/immediate": {
-      "version": "3.0.6",
-      "resolved": "https://registry.npmjs.org/immediate/-/immediate-3.0.6.tgz",
-      "integrity": "sha512-XXOFtyqDjNDAQxVfYxuF7g9Il/IbWmmlQg2MYKOH8ExIT1qg6xc4zyS3HaEEATgs1btfzxq15ciUiY7gjSXRGQ==",
-      "license": "MIT"
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     "node_modules/inherits": {
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       "resolved": "https://registry.npmjs.org/inherits/-/inherits-2.0.4.tgz",
       "integrity": "sha512-k/vGaX4/Yla3WzyMCvTQOXYeIHvqOKtnqBduzTHpzpQZzAskKMhZ2K+EnBiSM9zGSoIFeMpXKxa4dYeZIQqewQ==",
       "license": "ISC"
->>>>>>> develop
     },
     "node_modules/is-fullwidth-code-point": {
       "version": "3.0.0",
@@ -3759,18 +3808,17 @@
         "node": ">=8"
       }
     },
-<<<<<<< HEAD
     "node_modules/is-potential-custom-element-name": {
       "version": "1.0.1",
       "resolved": "https://registry.npmjs.org/is-potential-custom-element-name/-/is-potential-custom-element-name-1.0.1.tgz",
       "integrity": "sha512-bCYeRA2rVibKZd+s2625gGnGF/t7DSqDs4dP7CrLA1m7jKWz6pps0LpYLJN8Q64HtmPKJ1hrN3nzPNKFEKOUiQ==",
       "dev": true,
-=======
+      "license": "MIT"
+    },
     "node_modules/isarray": {
       "version": "1.0.0",
       "resolved": "https://registry.npmjs.org/isarray/-/isarray-1.0.0.tgz",
       "integrity": "sha512-VLghIWNM6ELQzo7zwmcg0NmTVyWKYjvIeM83yjp0wRDTmUnrM678fQbcKBo6n2CJEF0szoG//ytg+TKla89ALQ==",
->>>>>>> develop
       "license": "MIT"
     },
     "node_modules/isexe": {
@@ -3886,35 +3934,35 @@
       "license": "MIT"
     },
     "node_modules/jsdom": {
-      "version": "27.0.1",
-      "resolved": "https://registry.npmjs.org/jsdom/-/jsdom-27.0.1.tgz",
-      "integrity": "sha512-SNSQteBL1IlV2zqhwwolaG9CwhIhTvVHWg3kTss/cLE7H/X4644mtPQqYvCfsSrGQWt9hSZcgOXX8bOZaMN+kA==",
+      "version": "27.4.0",
+      "resolved": "https://registry.npmjs.org/jsdom/-/jsdom-27.4.0.tgz",
+      "integrity": "sha512-mjzqwWRD9Y1J1KUi7W97Gja1bwOOM5Ug0EZ6UDK3xS7j7mndrkwozHtSblfomlzyB4NepioNt+B2sOSzczVgtQ==",
       "dev": true,
       "license": "MIT",
       "dependencies": {
-        "@asamuzakjp/dom-selector": "^6.7.2",
-        "cssstyle": "^5.3.1",
+        "@acemir/cssom": "^0.9.28",
+        "@asamuzakjp/dom-selector": "^6.7.6",
+        "@exodus/bytes": "^1.6.0",
+        "cssstyle": "^5.3.4",
         "data-urls": "^6.0.0",
         "decimal.js": "^10.6.0",
-        "html-encoding-sniffer": "^4.0.0",
+        "html-encoding-sniffer": "^6.0.0",
         "http-proxy-agent": "^7.0.2",
         "https-proxy-agent": "^7.0.6",
         "is-potential-custom-element-name": "^1.0.1",
         "parse5": "^8.0.0",
-        "rrweb-cssom": "^0.8.0",
         "saxes": "^6.0.0",
         "symbol-tree": "^3.2.4",
         "tough-cookie": "^6.0.0",
         "w3c-xmlserializer": "^5.0.0",
         "webidl-conversions": "^8.0.0",
-        "whatwg-encoding": "^3.1.1",
         "whatwg-mimetype": "^4.0.0",
         "whatwg-url": "^15.1.0",
         "ws": "^8.18.3",
         "xml-name-validator": "^5.0.0"
       },
       "engines": {
-        "node": ">=20"
+        "node": "^20.19.0 || ^22.12.0 || >=24.0.0"
       },
       "peerDependencies": {
         "canvas": "^3.0.0"
@@ -3947,7 +3995,6 @@
         "bignumber.js": "^9.0.0"
       }
     },
-<<<<<<< HEAD
     "node_modules/json5": {
       "version": "2.2.3",
       "resolved": "https://registry.npmjs.org/json5/-/json5-2.2.3.tgz",
@@ -3959,7 +4006,8 @@
       },
       "engines": {
         "node": ">=6"
-=======
+      }
+    },
     "node_modules/jszip": {
       "version": "3.10.1",
       "resolved": "https://registry.npmjs.org/jszip/-/jszip-3.10.1.tgz",
@@ -3970,7 +4018,6 @@
         "pako": "~1.0.2",
         "readable-stream": "~2.3.6",
         "setimmediate": "^1.0.5"
->>>>>>> develop
       }
     },
     "node_modules/jwa": {
@@ -4013,8 +4060,6 @@
         }
       ],
       "license": "MIT"
-<<<<<<< HEAD
-=======
     },
     "node_modules/lie": {
       "version": "3.3.0",
@@ -4024,7 +4069,6 @@
       "dependencies": {
         "immediate": "~3.0.5"
       }
->>>>>>> develop
     },
     "node_modules/lightningcss": {
       "version": "1.30.2",
@@ -4544,7 +4588,12 @@
       "integrity": "sha512-UEZIS3/by4OC8vL3P2dTXRETpebLI2NiI5vIrjaD/5UtrkFX/tNbwjTSRAGC/+7CAo2pIcBaRgWmcBBHcsaCIw==",
       "license": "BlueOak-1.0.0"
     },
-<<<<<<< HEAD
+    "node_modules/pako": {
+      "version": "1.0.11",
+      "resolved": "https://registry.npmjs.org/pako/-/pako-1.0.11.tgz",
+      "integrity": "sha512-4hLB8Py4zZce5s4yd9XzopqwVv/yGNhV1Bl8NTmCq1763HeK2+EwVTv+leGeL13Dnh2wfbqowVPXCIO0z4taYw==",
+      "license": "(MIT AND Zlib)"
+    },
     "node_modules/parse5": {
       "version": "8.0.0",
       "resolved": "https://registry.npmjs.org/parse5/-/parse5-8.0.0.tgz",
@@ -4557,13 +4606,6 @@
       "funding": {
         "url": "https://github.com/inikulin/parse5?sponsor=1"
       }
-=======
-    "node_modules/pako": {
-      "version": "1.0.11",
-      "resolved": "https://registry.npmjs.org/pako/-/pako-1.0.11.tgz",
-      "integrity": "sha512-4hLB8Py4zZce5s4yd9XzopqwVv/yGNhV1Bl8NTmCq1763HeK2+EwVTv+leGeL13Dnh2wfbqowVPXCIO0z4taYw==",
-      "license": "(MIT AND Zlib)"
->>>>>>> develop
     },
     "node_modules/path-key": {
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@@ -4650,7 +4692,6 @@
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       "license": "MIT"
     },
-<<<<<<< HEAD
     "node_modules/pretty-format": {
       "version": "27.5.1",
       "resolved": "https://registry.npmjs.org/pretty-format/-/pretty-format-27.5.1.tgz",
@@ -4692,6 +4733,12 @@
         "url": "https://github.com/chalk/ansi-styles?sponsor=1"
       }
     },
+    "node_modules/process-nextick-args": {
+      "version": "2.0.1",
+      "resolved": "https://registry.npmjs.org/process-nextick-args/-/process-nextick-args-2.0.1.tgz",
+      "integrity": "sha512-3ouUOpQhtgrbOa17J7+uxOTpITYWaGP7/AhoR3+A+/1e9skrzelGi/dXzEYyvbxubEF6Wn2ypscTKiKJFFn1ag==",
+      "license": "MIT"
+    },
     "node_modules/punycode": {
       "version": "2.3.1",
       "resolved": "https://registry.npmjs.org/punycode/-/punycode-2.3.1.tgz",
@@ -4701,13 +4748,6 @@
       "engines": {
         "node": ">=6"
       }
-=======
-    "node_modules/process-nextick-args": {
-      "version": "2.0.1",
-      "resolved": "https://registry.npmjs.org/process-nextick-args/-/process-nextick-args-2.0.1.tgz",
-      "integrity": "sha512-3ouUOpQhtgrbOa17J7+uxOTpITYWaGP7/AhoR3+A+/1e9skrzelGi/dXzEYyvbxubEF6Wn2ypscTKiKJFFn1ag==",
-      "license": "MIT"
->>>>>>> develop
     },
     "node_modules/react": {
       "version": "19.2.0",
@@ -4784,7 +4824,6 @@
         "react": "^19.2.0"
       }
     },
-<<<<<<< HEAD
     "node_modules/react-refresh": {
       "version": "0.17.0",
       "resolved": "https://registry.npmjs.org/react-refresh/-/react-refresh-0.17.0.tgz",
@@ -4795,6 +4834,27 @@
         "node": ">=0.10.0"
       }
     },
+    "node_modules/readable-stream": {
+      "version": "2.3.8",
+      "resolved": "https://registry.npmjs.org/readable-stream/-/readable-stream-2.3.8.tgz",
+      "integrity": "sha512-8p0AUk4XODgIewSi0l8Epjs+EVnWiK7NoDIEGU0HhE7+ZyY8D1IMY7odu5lRrFXGg71L15KG8QrPmum45RTtdA==",
+      "license": "MIT",
+      "dependencies": {
+        "core-util-is": "~1.0.0",
+        "inherits": "~2.0.3",
+        "isarray": "~1.0.0",
+        "process-nextick-args": "~2.0.0",
+        "safe-buffer": "~5.1.1",
+        "string_decoder": "~1.1.1",
+        "util-deprecate": "~1.0.1"
+      }
+    },
+    "node_modules/readable-stream/node_modules/safe-buffer": {
+      "version": "5.1.2",
+      "resolved": "https://registry.npmjs.org/safe-buffer/-/safe-buffer-5.1.2.tgz",
+      "integrity": "sha512-Gd2UZBJDkXlY7GbJxfsE8/nvKkUEU1G38c1siN6QP6a9PT9MmHB8GnpscSmMJSoF8LOIrt8ud/wPtojys4G6+g==",
+      "license": "MIT"
+    },
     "node_modules/redent": {
       "version": "3.0.0",
       "resolved": "https://registry.npmjs.org/redent/-/redent-3.0.0.tgz",
@@ -4818,28 +4878,6 @@
       "engines": {
         "node": ">=0.10.0"
       }
-=======
-    "node_modules/readable-stream": {
-      "version": "2.3.8",
-      "resolved": "https://registry.npmjs.org/readable-stream/-/readable-stream-2.3.8.tgz",
-      "integrity": "sha512-8p0AUk4XODgIewSi0l8Epjs+EVnWiK7NoDIEGU0HhE7+ZyY8D1IMY7odu5lRrFXGg71L15KG8QrPmum45RTtdA==",
-      "license": "MIT",
-      "dependencies": {
-        "core-util-is": "~1.0.0",
-        "inherits": "~2.0.3",
-        "isarray": "~1.0.0",
-        "process-nextick-args": "~2.0.0",
-        "safe-buffer": "~5.1.1",
-        "string_decoder": "~1.1.1",
-        "util-deprecate": "~1.0.1"
-      }
-    },
-    "node_modules/readable-stream/node_modules/safe-buffer": {
-      "version": "5.1.2",
-      "resolved": "https://registry.npmjs.org/safe-buffer/-/safe-buffer-5.1.2.tgz",
-      "integrity": "sha512-Gd2UZBJDkXlY7GbJxfsE8/nvKkUEU1G38c1siN6QP6a9PT9MmHB8GnpscSmMJSoF8LOIrt8ud/wPtojys4G6+g==",
-      "license": "MIT"
->>>>>>> develop
     },
     "node_modules/rimraf": {
       "version": "5.0.10",
@@ -4857,9 +4895,9 @@
       }
     },
     "node_modules/rollup": {
-      "version": "4.54.0",
-      "resolved": "https://registry.npmjs.org/rollup/-/rollup-4.54.0.tgz",
-      "integrity": "sha512-3nk8Y3a9Ea8szgKhinMlGMhGMw89mqule3KWczxhIzqudyHdCIOHw8WJlj/r329fACjKLEh13ZSk7oE22kyeIw==",
+      "version": "4.55.1",
+      "resolved": "https://registry.npmjs.org/rollup/-/rollup-4.55.1.tgz",
+      "integrity": "sha512-wDv/Ht1BNHB4upNbK74s9usvl7hObDnvVzknxqY/E/O3X6rW1U1rV1aENEfJ54eFZDTNo7zv1f5N4edCluH7+A==",
       "dev": true,
       "license": "MIT",
       "dependencies": {
@@ -4873,38 +4911,34 @@
         "npm": ">=8.0.0"
       },
       "optionalDependencies": {
-        "@rollup/rollup-android-arm-eabi": "4.54.0",
-        "@rollup/rollup-android-arm64": "4.54.0",
-        "@rollup/rollup-darwin-arm64": "4.54.0",
-        "@rollup/rollup-darwin-x64": "4.54.0",
-        "@rollup/rollup-freebsd-arm64": "4.54.0",
-        "@rollup/rollup-freebsd-x64": "4.54.0",
-        "@rollup/rollup-linux-arm-gnueabihf": "4.54.0",
-        "@rollup/rollup-linux-arm-musleabihf": "4.54.0",
-        "@rollup/rollup-linux-arm64-gnu": "4.54.0",
-        "@rollup/rollup-linux-arm64-musl": "4.54.0",
-        "@rollup/rollup-linux-loong64-gnu": "4.54.0",
-        "@rollup/rollup-linux-ppc64-gnu": "4.54.0",
-        "@rollup/rollup-linux-riscv64-gnu": "4.54.0",
-        "@rollup/rollup-linux-riscv64-musl": "4.54.0",
-        "@rollup/rollup-linux-s390x-gnu": "4.54.0",
-        "@rollup/rollup-linux-x64-gnu": "4.54.0",
-        "@rollup/rollup-linux-x64-musl": "4.54.0",
-        "@rollup/rollup-openharmony-arm64": "4.54.0",
-        "@rollup/rollup-win32-arm64-msvc": "4.54.0",
-        "@rollup/rollup-win32-ia32-msvc": "4.54.0",
-        "@rollup/rollup-win32-x64-gnu": "4.54.0",
-        "@rollup/rollup-win32-x64-msvc": "4.54.0",
+        "@rollup/rollup-android-arm-eabi": "4.55.1",
+        "@rollup/rollup-android-arm64": "4.55.1",
+        "@rollup/rollup-darwin-arm64": "4.55.1",
+        "@rollup/rollup-darwin-x64": "4.55.1",
+        "@rollup/rollup-freebsd-arm64": "4.55.1",
+        "@rollup/rollup-freebsd-x64": "4.55.1",
+        "@rollup/rollup-linux-arm-gnueabihf": "4.55.1",
+        "@rollup/rollup-linux-arm-musleabihf": "4.55.1",
+        "@rollup/rollup-linux-arm64-gnu": "4.55.1",
+        "@rollup/rollup-linux-arm64-musl": "4.55.1",
+        "@rollup/rollup-linux-loong64-gnu": "4.55.1",
+        "@rollup/rollup-linux-loong64-musl": "4.55.1",
+        "@rollup/rollup-linux-ppc64-gnu": "4.55.1",
+        "@rollup/rollup-linux-ppc64-musl": "4.55.1",
+        "@rollup/rollup-linux-riscv64-gnu": "4.55.1",
+        "@rollup/rollup-linux-riscv64-musl": "4.55.1",
+        "@rollup/rollup-linux-s390x-gnu": "4.55.1",
+        "@rollup/rollup-linux-x64-gnu": "4.55.1",
+        "@rollup/rollup-linux-x64-musl": "4.55.1",
+        "@rollup/rollup-openbsd-x64": "4.55.1",
+        "@rollup/rollup-openharmony-arm64": "4.55.1",
+        "@rollup/rollup-win32-arm64-msvc": "4.55.1",
+        "@rollup/rollup-win32-ia32-msvc": "4.55.1",
+        "@rollup/rollup-win32-x64-gnu": "4.55.1",
+        "@rollup/rollup-win32-x64-msvc": "4.55.1",
         "fsevents": "~2.3.2"
       }
     },
-    "node_modules/rrweb-cssom": {
-      "version": "0.8.0",
-      "resolved": "https://registry.npmjs.org/rrweb-cssom/-/rrweb-cssom-0.8.0.tgz",
-      "integrity": "sha512-guoltQEx+9aMf2gDZ0s62EcV8lsXR+0w8915TC3ITdn2YueuNjdAYh/levpU9nFaoChh9RUS5ZdQMrKfVEN9tw==",
-      "dev": true,
-      "license": "MIT"
-    },
     "node_modules/safe-buffer": {
       "version": "5.2.1",
       "resolved": "https://registry.npmjs.org/safe-buffer/-/safe-buffer-5.2.1.tgz",
@@ -4925,13 +4959,6 @@
       ],
       "license": "MIT"
     },
-    "node_modules/safer-buffer": {
-      "version": "2.1.2",
-      "resolved": "https://registry.npmjs.org/safer-buffer/-/safer-buffer-2.1.2.tgz",
-      "integrity": "sha512-YZo3K82SD7Riyi0E1EQPojLz7kpepnSQI9IyPbHHg1XXXevb5dJI7tpyN2ADxGcQbHG7vcyRHk0cbwqcQriUtg==",
-      "dev": true,
-      "license": "MIT"
-    },
     "node_modules/saxes": {
       "version": "6.0.0",
       "resolved": "https://registry.npmjs.org/saxes/-/saxes-6.0.0.tgz",
@@ -5064,7 +5091,6 @@
         "node": ">=0.10.0"
       }
     },
-<<<<<<< HEAD
     "node_modules/stackback": {
       "version": "0.0.2",
       "resolved": "https://registry.npmjs.org/stackback/-/stackback-0.0.2.tgz",
@@ -5077,7 +5103,8 @@
       "resolved": "https://registry.npmjs.org/std-env/-/std-env-3.10.0.tgz",
       "integrity": "sha512-5GS12FdOZNliM5mAOxFRg7Ir0pWz8MdpYm6AY6VPkGpbA7ZzmbzNcBJQ0GPvvyWgcY7QAhCgf9Uy89I03faLkg==",
       "dev": true,
-=======
+      "license": "MIT"
+    },
     "node_modules/string_decoder": {
       "version": "1.1.1",
       "resolved": "https://registry.npmjs.org/string_decoder/-/string_decoder-1.1.1.tgz",
@@ -5091,7 +5118,6 @@
       "version": "5.1.2",
       "resolved": "https://registry.npmjs.org/safe-buffer/-/safe-buffer-5.1.2.tgz",
       "integrity": "sha512-Gd2UZBJDkXlY7GbJxfsE8/nvKkUEU1G38c1siN6QP6a9PT9MmHB8GnpscSmMJSoF8LOIrt8ud/wPtojys4G6+g==",
->>>>>>> develop
       "license": "MIT"
     },
     "node_modules/string-width": {
@@ -5421,26 +5447,31 @@
         "react": "^16.8.0 || ^17.0.0 || ^18.0.0 || ^19.0.0"
       }
     },
-<<<<<<< HEAD
+    "node_modules/util-deprecate": {
+      "version": "1.0.2",
+      "resolved": "https://registry.npmjs.org/util-deprecate/-/util-deprecate-1.0.2.tgz",
+      "integrity": "sha512-EPD5q1uXyFxJpCrLnCc1nHnq3gOa6DZBocAIiI2TaSCA7VCJ1UJDMagCzIkXNsUYfD1daK//LTEQ8xiIbrHtcw==",
+      "license": "MIT"
+    },
     "node_modules/vite": {
-      "version": "6.4.1",
-      "resolved": "https://registry.npmjs.org/vite/-/vite-6.4.1.tgz",
-      "integrity": "sha512-+Oxm7q9hDoLMyJOYfUYBuHQo+dkAloi33apOPP56pzj+vsdJDzr+j1NISE5pyaAuKL4A3UD34qd0lx5+kfKp2g==",
+      "version": "7.3.1",
+      "resolved": "https://registry.npmjs.org/vite/-/vite-7.3.1.tgz",
+      "integrity": "sha512-w+N7Hifpc3gRjZ63vYBXA56dvvRlNWRczTdmCBBa+CotUzAPf5b7YMdMR/8CQoeYE5LX3W4wj6RYTgonm1b9DA==",
       "dev": true,
       "license": "MIT",
       "dependencies": {
-        "esbuild": "^0.25.0",
-        "fdir": "^6.4.4",
-        "picomatch": "^4.0.2",
-        "postcss": "^8.5.3",
-        "rollup": "^4.34.9",
-        "tinyglobby": "^0.2.13"
+        "esbuild": "^0.27.0",
+        "fdir": "^6.5.0",
+        "picomatch": "^4.0.3",
+        "postcss": "^8.5.6",
+        "rollup": "^4.43.0",
+        "tinyglobby": "^0.2.15"
       },
       "bin": {
         "vite": "bin/vite.js"
       },
       "engines": {
-        "node": "^18.0.0 || ^20.0.0 || >=22.0.0"
+        "node": "^20.19.0 || >=22.12.0"
       },
       "funding": {
         "url": "https://github.com/vitejs/vite?sponsor=1"
@@ -5449,14 +5480,14 @@
         "fsevents": "~2.3.3"
       },
       "peerDependencies": {
-        "@types/node": "^18.0.0 || ^20.0.0 || >=22.0.0",
+        "@types/node": "^20.19.0 || >=22.12.0",
         "jiti": ">=1.21.0",
-        "less": "*",
+        "less": "^4.0.0",
         "lightningcss": "^1.21.0",
-        "sass": "*",
-        "sass-embedded": "*",
-        "stylus": "*",
-        "sugarss": "*",
+        "sass": "^1.70.0",
+        "sass-embedded": "^1.70.0",
+        "stylus": ">=0.54.8",
+        "sugarss": "^5.0.0",
         "terser": "^5.16.0",
         "tsx": "^4.8.1",
         "yaml": "^2.4.2"
@@ -5587,13 +5618,6 @@
       "engines": {
         "node": ">=18"
       }
-=======
-    "node_modules/util-deprecate": {
-      "version": "1.0.2",
-      "resolved": "https://registry.npmjs.org/util-deprecate/-/util-deprecate-1.0.2.tgz",
-      "integrity": "sha512-EPD5q1uXyFxJpCrLnCc1nHnq3gOa6DZBocAIiI2TaSCA7VCJ1UJDMagCzIkXNsUYfD1daK//LTEQ8xiIbrHtcw==",
-      "license": "MIT"
->>>>>>> develop
     },
     "node_modules/web-streams-polyfill": {
       "version": "3.3.3",
@@ -5605,29 +5629,15 @@
       }
     },
     "node_modules/webidl-conversions": {
-      "version": "8.0.0",
-      "resolved": "https://registry.npmjs.org/webidl-conversions/-/webidl-conversions-8.0.0.tgz",
-      "integrity": "sha512-n4W4YFyz5JzOfQeA8oN7dUYpR+MBP3PIUsn2jLjWXwK5ASUzt0Jc/A5sAUZoCYFJRGF0FBKJ+1JjN43rNdsQzA==",
+      "version": "8.0.1",
+      "resolved": "https://registry.npmjs.org/webidl-conversions/-/webidl-conversions-8.0.1.tgz",
+      "integrity": "sha512-BMhLD/Sw+GbJC21C/UgyaZX41nPt8bUTg+jWyDeg7e7YN4xOM05YPSIXceACnXVtqyEw/LMClUQMtMZ+PGGpqQ==",
       "dev": true,
       "license": "BSD-2-Clause",
       "engines": {
         "node": ">=20"
       }
     },
-    "node_modules/whatwg-encoding": {
-      "version": "3.1.1",
-      "resolved": "https://registry.npmjs.org/whatwg-encoding/-/whatwg-encoding-3.1.1.tgz",
-      "integrity": "sha512-6qN4hJdMwfYBtE3YBTTHhoeuUrDBPZmbQaxWAqSALV/MeEnR5z1xd8UKud2RAkFoPkmB+hli1TZSnyi84xz1vQ==",
-      "deprecated": "Use @exodus/bytes instead for a more spec-conformant and faster implementation",
-      "dev": true,
-      "license": "MIT",
-      "dependencies": {
-        "iconv-lite": "0.6.3"
-      },
-      "engines": {
-        "node": ">=18"
-      }
-    },
     "node_modules/whatwg-mimetype": {
       "version": "4.0.0",
       "resolved": "https://registry.npmjs.org/whatwg-mimetype/-/whatwg-mimetype-4.0.0.tgz",
diff --git a/src/app/api/workflow-images/route.ts b/src/app/api/workflow-images/route.ts
new file mode 100644
index 00000000..5168f8d3
--- /dev/null
+++ b/src/app/api/workflow-images/route.ts
@@ -0,0 +1,230 @@
+import { NextRequest, NextResponse } from "next/server";
+import * as fs from "fs/promises";
+import * as path from "path";
+import { logger } from "@/utils/logger";
+
+export const maxDuration = 300; // 5 minute timeout for large image operations
+
+const IMAGES_FOLDER = "inputs";
+const LEGACY_IMAGES_FOLDER = ".images"; // For backward compatibility
+
+// POST: Save an image to the workflow's inputs or generations folder
+export async function POST(request: NextRequest) {
+  let workflowPath: string | undefined;
+  let imageId: string | undefined;
+  let folder: string | undefined;
+  try {
+    const body = await request.json();
+    workflowPath = body.workflowPath;
+    imageId = body.imageId;
+    folder = body.folder || IMAGES_FOLDER; // Default to "inputs"
+    const imageData = body.imageData; // Base64 data URL
+
+    // Validate folder is one of the allowed values
+    if (folder !== IMAGES_FOLDER && folder !== "generations") {
+      folder = IMAGES_FOLDER;
+    }
+
+    logger.info('file.save', 'Workflow image save request received', {
+      workflowPath,
+      imageId,
+      folder,
+      hasImageData: !!imageData,
+    });
+
+    if (!workflowPath || !imageId || !imageData) {
+      logger.warn('file.save', 'Workflow image save validation failed: missing fields', {
+        hasWorkflowPath: !!workflowPath,
+        hasImageId: !!imageId,
+        hasImageData: !!imageData,
+      });
+      return NextResponse.json(
+        { success: false, error: "Missing required fields (workflowPath, imageId, imageData)" },
+        { status: 400 }
+      );
+    }
+
+    // Validate workflow directory exists
+    try {
+      const stats = await fs.stat(workflowPath);
+      if (!stats.isDirectory()) {
+        logger.warn('file.error', 'Workflow image save failed: path is not a directory', {
+          workflowPath,
+        });
+        return NextResponse.json(
+          { success: false, error: "Workflow path is not a directory" },
+          { status: 400 }
+        );
+      }
+    } catch (dirError) {
+      logger.warn('file.error', 'Workflow image save failed: directory does not exist', {
+        workflowPath,
+      });
+      return NextResponse.json(
+        { success: false, error: "Workflow directory does not exist" },
+        { status: 400 }
+      );
+    }
+
+    // Create target folder if it doesn't exist
+    const targetFolder = path.join(workflowPath, folder);
+    try {
+      await fs.mkdir(targetFolder, { recursive: true });
+    } catch (mkdirError) {
+      logger.error('file.error', 'Failed to create target folder', {
+        targetFolder,
+      }, mkdirError instanceof Error ? mkdirError : undefined);
+      return NextResponse.json(
+        { success: false, error: "Failed to create target folder" },
+        { status: 500 }
+      );
+    }
+
+    // Construct file path
+    const filename = `${imageId}.png`;
+    const filePath = path.join(targetFolder, filename);
+
+    // Extract base64 data and convert to buffer
+    const base64Data = imageData.replace(/^data:image\/\w+;base64,/, "");
+    const buffer = Buffer.from(base64Data, "base64");
+
+    // Write the image file
+    await fs.writeFile(filePath, buffer);
+
+    logger.info('file.save', 'Workflow image saved successfully', {
+      filePath,
+      imageId,
+      fileSize: buffer.length,
+    });
+
+    return NextResponse.json({
+      success: true,
+      imageId,
+      filePath,
+    });
+  } catch (error) {
+    logger.error('file.error', 'Failed to save workflow image', {
+      workflowPath,
+      imageId,
+    }, error instanceof Error ? error : undefined);
+    return NextResponse.json(
+      {
+        success: false,
+        error: error instanceof Error ? error.message : "Save failed",
+      },
+      { status: 500 }
+    );
+  }
+}
+
+// GET: Load an image from the workflow's folders (inputs, generations, or legacy .images)
+export async function GET(request: NextRequest) {
+  const workflowPath = request.nextUrl.searchParams.get("workflowPath");
+  const imageId = request.nextUrl.searchParams.get("imageId");
+  const folder = request.nextUrl.searchParams.get("folder"); // Optional hint for which folder to check first
+
+  logger.info('file.load', 'Workflow image load request received', {
+    workflowPath,
+    imageId,
+    folder,
+  });
+
+  if (!workflowPath || !imageId) {
+    logger.warn('file.load', 'Workflow image load validation failed: missing parameters', {
+      hasWorkflowPath: !!workflowPath,
+      hasImageId: !!imageId,
+    });
+    return NextResponse.json(
+      { success: false, error: "Missing required parameters (workflowPath, imageId)" },
+      { status: 400 }
+    );
+  }
+
+  try {
+    // Validate workflow directory exists
+    try {
+      const stats = await fs.stat(workflowPath);
+      if (!stats.isDirectory()) {
+        return NextResponse.json(
+          { success: false, error: "Workflow path is not a directory" },
+          { status: 400 }
+        );
+      }
+    } catch {
+      return NextResponse.json(
+        { success: false, error: "Workflow directory does not exist" },
+        { status: 400 }
+      );
+    }
+
+    // Construct file path - check folders in order based on hint
+    const filename = `${imageId}.png`;
+    const inputsFolder = path.join(workflowPath, IMAGES_FOLDER);
+    const generationsFolder = path.join(workflowPath, "generations");
+    const legacyFolder = path.join(workflowPath, LEGACY_IMAGES_FOLDER);
+
+    // Build search order based on folder hint
+    const searchOrder = folder === "generations"
+      ? [generationsFolder, inputsFolder, legacyFolder]
+      : [inputsFolder, generationsFolder, legacyFolder];
+
+    let filePath: string | null = null;
+
+    // Check each folder in order
+    for (const searchFolder of searchOrder) {
+      const candidatePath = path.join(searchFolder, filename);
+      try {
+        await fs.access(candidatePath);
+        filePath = candidatePath;
+        if (searchFolder === legacyFolder) {
+          logger.info('file.load', 'Found image in legacy .images folder', { filePath });
+        }
+        break;
+      } catch {
+        // File not found in this folder, try next
+      }
+    }
+
+    if (!filePath) {
+      logger.warn('file.error', 'Workflow image load failed: file not found', {
+        imageId,
+        searchedFolders: searchOrder,
+      });
+      return NextResponse.json(
+        { success: false, error: "Image file not found" },
+        { status: 404 }
+      );
+    }
+
+    // Read the image file
+    const buffer = await fs.readFile(filePath);
+
+    // Convert to base64 data URL
+    const base64 = buffer.toString("base64");
+    const dataUrl = `data:image/png;base64,${base64}`;
+
+    logger.info('file.load', 'Workflow image loaded successfully', {
+      filePath,
+      imageId,
+      fileSize: buffer.length,
+    });
+
+    return NextResponse.json({
+      success: true,
+      imageId,
+      image: dataUrl,
+    });
+  } catch (error) {
+    logger.error('file.error', 'Failed to load workflow image', {
+      workflowPath,
+      imageId,
+    }, error instanceof Error ? error : undefined);
+    return NextResponse.json(
+      {
+        success: false,
+        error: error instanceof Error ? error.message : "Load failed",
+      },
+      { status: 500 }
+    );
+  }
+}
diff --git a/src/app/api/workflow/route.ts b/src/app/api/workflow/route.ts
index b638d887..cb8ed2d6 100644
--- a/src/app/api/workflow/route.ts
+++ b/src/app/api/workflow/route.ts
@@ -57,6 +57,22 @@ export async function POST(request: NextRequest) {
       );
     }
 
+    // Auto-create subfolders for inputs and generations
+    const inputsFolder = path.join(directoryPath, "inputs");
+    const generationsFolder = path.join(directoryPath, "generations");
+
+    try {
+      await fs.mkdir(inputsFolder, { recursive: true });
+      await fs.mkdir(generationsFolder, { recursive: true });
+    } catch (mkdirError) {
+      logger.warn('file.save', 'Failed to create subfolders (non-fatal)', {
+        inputsFolder,
+        generationsFolder,
+        error: mkdirError instanceof Error ? mkdirError.message : 'Unknown error',
+      });
+      // Continue anyway - folders may already exist or be created later
+    }
+
     // Sanitize filename (remove special chars, ensure .json extension)
     const safeName = filename.replace(/[^a-zA-Z0-9-_]/g, "_");
     const filePath = path.join(directoryPath, `${safeName}.json`);
diff --git a/src/components/Header.tsx b/src/components/Header.tsx
index a5fe1dd9..81336d2e 100644
--- a/src/components/Header.tsx
+++ b/src/components/Header.tsx
@@ -51,11 +51,11 @@ export function Header() {
     if (!file) return;
 
     const reader = new FileReader();
-    reader.onload = (event) => {
+    reader.onload = async (event) => {
       try {
         const workflow = JSON.parse(event.target?.result as string) as WorkflowFile;
         if (workflow.version && workflow.nodes && workflow.edges) {
-          loadWorkflow(workflow);
+          await loadWorkflow(workflow);
         } else {
           alert("Invalid workflow file format");
         }
@@ -69,8 +69,8 @@ export function Header() {
     e.target.value = "";
   };
 
-  const handleProjectSave = async (id: string, name: string, path: string, genPath: string | null) => {
-    setWorkflowMetadata(id, name, path, genPath);
+  const handleProjectSave = async (id: string, name: string, path: string) => {
+    setWorkflowMetadata(id, name, path); // generationsPath is auto-derived
     setShowProjectModal(false);
     // Small delay to let state update
     setTimeout(() => {
diff --git a/src/components/ProjectSetupModal.tsx b/src/components/ProjectSetupModal.tsx
index 9a18f169..b966ee70 100644
--- a/src/components/ProjectSetupModal.tsx
+++ b/src/components/ProjectSetupModal.tsx
@@ -6,7 +6,7 @@ import { generateWorkflowId, useWorkflowStore } from "@/store/workflowStore";
 interface ProjectSetupModalProps {
   isOpen: boolean;
   onClose: () => void;
-  onSave: (id: string, name: string, directoryPath: string, generationsPath: string | null) => void;
+  onSave: (id: string, name: string, directoryPath: string) => void;
   mode: "new" | "settings";
 }
 
@@ -16,14 +16,13 @@ export function ProjectSetupModal({
   onSave,
   mode,
 }: ProjectSetupModalProps) {
-  const { workflowName, saveDirectoryPath, generationsPath } = useWorkflowStore();
+  const { workflowName, saveDirectoryPath, useExternalImageStorage, setUseExternalImageStorage } = useWorkflowStore();
 
   const [name, setName] = useState("");
   const [directoryPath, setDirectoryPath] = useState("");
-  const [genPath, setGenPath] = useState("");
+  const [externalStorage, setExternalStorage] = useState(true);
   const [isValidating, setIsValidating] = useState(false);
-  const [isBrowsingWorkflow, setIsBrowsingWorkflow] = useState(false);
-  const [isBrowsingGen, setIsBrowsingGen] = useState(false);
+  const [isBrowsing, setIsBrowsing] = useState(false);
   const [error, setError] = useState<string | null>(null);
 
   // Pre-fill when opening in settings mode
@@ -31,18 +30,15 @@ export function ProjectSetupModal({
     if (isOpen && mode === "settings") {
       setName(workflowName || "");
       setDirectoryPath(saveDirectoryPath || "");
-      setGenPath(generationsPath || "");
+      setExternalStorage(useExternalImageStorage);
     } else if (isOpen && mode === "new") {
       setName("");
       setDirectoryPath("");
-      setGenPath("");
+      setExternalStorage(true);
     }
-  }, [isOpen, mode, workflowName, saveDirectoryPath, generationsPath]);
-
-  const handleBrowse = async (target: "workflow" | "generations") => {
-    const setIsBrowsing = target === "workflow" ? setIsBrowsingWorkflow : setIsBrowsingGen;
-    const setPath = target === "workflow" ? setDirectoryPath : setGenPath;
+  }, [isOpen, mode, workflowName, saveDirectoryPath, useExternalImageStorage]);
 
+  const handleBrowse = async () => {
     setIsBrowsing(true);
     setError(null);
 
@@ -60,7 +56,7 @@ export function ProjectSetupModal({
       }
 
       if (result.path) {
-        setPath(result.path);
+        setDirectoryPath(result.path);
       }
     } catch (err) {
       setError(
@@ -78,7 +74,7 @@ export function ProjectSetupModal({
     }
 
     if (!directoryPath.trim()) {
-      setError("Workflow directory is required");
+      setError("Project directory is required");
       return;
     }
 
@@ -86,57 +82,39 @@ export function ProjectSetupModal({
     setError(null);
 
     try {
-      // Validate workflow directory exists
+      // Validate project directory exists
       const response = await fetch(
         `/api/workflow?path=${encodeURIComponent(directoryPath.trim())}`
       );
       const result = await response.json();
 
       if (!result.exists) {
-        setError("Workflow directory does not exist");
+        setError("Project directory does not exist");
         setIsValidating(false);
         return;
       }
 
       if (!result.isDirectory) {
-        setError("Workflow path is not a directory");
+        setError("Project path is not a directory");
         setIsValidating(false);
         return;
       }
 
-      // Validate generations directory if provided
-      if (genPath.trim()) {
-        const genResponse = await fetch(
-          `/api/workflow?path=${encodeURIComponent(genPath.trim())}`
-        );
-        const genResult = await genResponse.json();
-
-        if (!genResult.exists) {
-          setError("Generations directory does not exist");
-          setIsValidating(false);
-          return;
-        }
-
-        if (!genResult.isDirectory) {
-          setError("Generations path is not a directory");
-          setIsValidating(false);
-          return;
-        }
-      }
-
       const id = mode === "new" ? generateWorkflowId() : useWorkflowStore.getState().workflowId || generateWorkflowId();
-      onSave(id, name.trim(), directoryPath.trim(), genPath.trim() || null);
+      // Update external storage setting
+      setUseExternalImageStorage(externalStorage);
+      onSave(id, name.trim(), directoryPath.trim());
       setIsValidating(false);
     } catch (err) {
       setError(
-        `Failed to validate directories: ${err instanceof Error ? err.message : "Unknown error"}`
+        `Failed to validate directory: ${err instanceof Error ? err.message : "Unknown error"}`
       );
       setIsValidating(false);
     }
   };
 
   const handleKeyDown = (e: React.KeyboardEvent) => {
-    if (e.key === "Enter" && !isValidating && !isBrowsingWorkflow && !isBrowsingGen) {
+    if (e.key === "Enter" && !isValidating && !isBrowsing) {
       handleSave();
     }
     if (e.key === "Escape") {
@@ -146,8 +124,6 @@ export function ProjectSetupModal({
 
   if (!isOpen) return null;
 
-  const isBrowsing = isBrowsingWorkflow || isBrowsingGen;
-
   return (
     <div className="fixed inset-0 z-[100] flex items-center justify-center bg-black/50">
       <div
@@ -175,55 +151,45 @@ export function ProjectSetupModal({
 
           <div>
             <label className="block text-sm text-neutral-400 mb-1">
-              Workflow Directory
+              Project Directory
             </label>
             <div className="flex gap-2">
               <input
                 type="text"
                 value={directoryPath}
                 onChange={(e) => setDirectoryPath(e.target.value)}
-                placeholder="/Users/username/projects"
+                placeholder="/Users/username/projects/my-project"
                 className="flex-1 px-3 py-2 bg-neutral-900 border border-neutral-600 rounded text-neutral-100 text-sm focus:outline-none focus:border-neutral-500"
               />
               <button
                 type="button"
-                onClick={() => handleBrowse("workflow")}
+                onClick={handleBrowse}
                 disabled={isBrowsing}
                 className="px-3 py-2 bg-neutral-700 hover:bg-neutral-600 disabled:bg-neutral-700 disabled:opacity-50 text-neutral-200 text-sm rounded transition-colors"
               >
-                {isBrowsingWorkflow ? "..." : "Browse"}
+                {isBrowsing ? "..." : "Browse"}
               </button>
             </div>
             <p className="text-xs text-neutral-500 mt-1">
-              Where the workflow JSON file will be saved
+              Workflow files and images will be saved here. Subfolders for inputs and generations will be auto-created.
             </p>
           </div>
 
-          <div>
-            <label className="block text-sm text-neutral-400 mb-1">
-              Generations Directory
-              <span className="text-neutral-500 ml-1">(optional)</span>
-            </label>
-            <div className="flex gap-2">
+          <div className="pt-2 border-t border-neutral-700">
+            <label className="flex items-center gap-3 cursor-pointer">
               <input
-                type="text"
-                value={genPath}
-                onChange={(e) => setGenPath(e.target.value)}
-                placeholder="/Users/username/generations"
-                className="flex-1 px-3 py-2 bg-neutral-900 border border-neutral-600 rounded text-neutral-100 text-sm focus:outline-none focus:border-neutral-500"
+                type="checkbox"
+                checked={!externalStorage}
+                onChange={(e) => setExternalStorage(!e.target.checked)}
+                className="w-4 h-4 rounded border-neutral-600 bg-neutral-900 text-blue-500 focus:ring-blue-500 focus:ring-offset-neutral-800"
               />
-              <button
-                type="button"
-                onClick={() => handleBrowse("generations")}
-                disabled={isBrowsing}
-                className="px-3 py-2 bg-neutral-700 hover:bg-neutral-600 disabled:bg-neutral-700 disabled:opacity-50 text-neutral-200 text-sm rounded transition-colors"
-              >
-                {isBrowsingGen ? "..." : "Browse"}
-              </button>
-            </div>
-            <p className="text-xs text-neutral-500 mt-1">
-              Generated images will be automatically saved here
-            </p>
+              <div>
+                <span className="text-sm text-neutral-200">Embed images as base64</span>
+                <p className="text-xs text-neutral-500">
+                  Embeds all images in workflow, larger workflow files. Can hit memory limits on very large workflows.
+                </p>
+              </div>
+            </label>
           </div>
 
           {error && <p className="text-sm text-red-400">{error}</p>}
diff --git a/src/components/WorkflowCanvas.tsx b/src/components/WorkflowCanvas.tsx
index e34a5f1a..45414a22 100644
--- a/src/components/WorkflowCanvas.tsx
+++ b/src/components/WorkflowCanvas.tsx
@@ -992,11 +992,11 @@ export function WorkflowCanvas() {
       if (jsonFiles.length > 0) {
         const file = jsonFiles[0];
         const reader = new FileReader();
-        reader.onload = (e) => {
+        reader.onload = async (e) => {
           try {
             const workflow = JSON.parse(e.target?.result as string) as WorkflowFile;
             if (workflow.version && workflow.nodes && workflow.edges) {
-              loadWorkflow(workflow);
+              await loadWorkflow(workflow);
             } else {
               alert("Invalid workflow file format");
             }
@@ -1084,8 +1084,8 @@ export function WorkflowCanvas() {
       {/* Welcome Modal */}
       {isCanvasEmpty && showQuickstart && (
         <WelcomeModal
-          onWorkflowGenerated={(workflow) => {
-            loadWorkflow(workflow);
+          onWorkflowGenerated={async (workflow) => {
+            await loadWorkflow(workflow);
             setShowQuickstart(false);
           }}
           onClose={() => setShowQuickstart(false)}
diff --git a/src/store/workflowStore.ts b/src/store/workflowStore.ts
index 60eec863..2af3cb56 100644
--- a/src/store/workflowStore.ts
+++ b/src/store/workflowStore.ts
@@ -29,6 +29,7 @@ import {
 import { useToast } from "@/components/Toast";
 import { calculateGenerationCost } from "@/utils/costCalculator";
 import { logger } from "@/utils/logger";
+import { externalizeWorkflowImages, hydrateWorkflowImages } from "@/utils/imageStorage";
 
 export type EdgeStyle = "angular" | "curved";
 
@@ -105,7 +106,7 @@ interface WorkflowStore {
 
   // Save/Load
   saveWorkflow: (name?: string) => void;
-  loadWorkflow: (workflow: WorkflowFile) => void;
+  loadWorkflow: (workflow: WorkflowFile, workflowPath?: string) => Promise<void>;
   clearWorkflow: () => void;
 
   // Helpers
@@ -127,12 +128,14 @@ interface WorkflowStore {
   hasUnsavedChanges: boolean;
   autoSaveEnabled: boolean;
   isSaving: boolean;
+  useExternalImageStorage: boolean;  // Store images as separate files vs embedded base64
 
   // Auto-save actions
-  setWorkflowMetadata: (id: string, name: string, path: string, generationsPath: string | null) => void;
+  setWorkflowMetadata: (id: string, name: string, path: string, generationsPath?: string | null) => void;
   setWorkflowName: (name: string) => void;
   setGenerationsPath: (path: string | null) => void;
   setAutoSaveEnabled: (enabled: boolean) => void;
+  setUseExternalImageStorage: (enabled: boolean) => void;
   markAsUnsaved: () => void;
   saveToFile: () => Promise<boolean>;
   initializeAutoSave: () => void;
@@ -343,6 +346,7 @@ export const useWorkflowStore = create<WorkflowStore>((set, get) => ({
   hasUnsavedChanges: false,
   autoSaveEnabled: true,
   isSaving: false,
+  useExternalImageStorage: true,  // Default: store images as separate files
 
   // Cost tracking initial state
   incurredCost: 0,
@@ -1765,7 +1769,7 @@ export const useWorkflowStore = create<WorkflowStore>((set, get) => ({
     URL.revokeObjectURL(url);
   },
 
-  loadWorkflow: (workflow: WorkflowFile) => {
+  loadWorkflow: async (workflow: WorkflowFile, workflowPath?: string) => {
     // Update nodeIdCounter to avoid ID collisions
     const maxNodeId = workflow.nodes.reduce((max, node) => {
       const match = node.id.match(/-(\d+)$/);
@@ -1790,20 +1794,34 @@ export const useWorkflowStore = create<WorkflowStore>((set, get) => ({
     const configs = loadSaveConfigs();
     const savedConfig = workflow.id ? configs[workflow.id] : null;
 
+    // Determine the workflow directory path (passed in or from saved config)
+    const directoryPath = workflowPath || savedConfig?.directoryPath;
+
+    // Hydrate images if we have a directory path and the workflow has image refs
+    let hydratedWorkflow = workflow;
+    if (directoryPath) {
+      try {
+        hydratedWorkflow = await hydrateWorkflowImages(workflow, directoryPath);
+      } catch (error) {
+        console.error("Failed to hydrate workflow images:", error);
+        // Continue with original workflow if hydration fails
+      }
+    }
+
     // Load cost data for this workflow
     const costData = workflow.id ? loadWorkflowCostData(workflow.id) : null;
 
     set({
-      nodes: workflow.nodes,
-      edges: workflow.edges,
-      edgeStyle: workflow.edgeStyle || "angular",
-      groups: workflow.groups || {},
+      nodes: hydratedWorkflow.nodes,
+      edges: hydratedWorkflow.edges,
+      edgeStyle: hydratedWorkflow.edgeStyle || "angular",
+      groups: hydratedWorkflow.groups || {},
       isRunning: false,
       currentNodeId: null,
       // Restore workflow ID and paths from localStorage if available
       workflowId: workflow.id || null,
       workflowName: workflow.name,
-      saveDirectoryPath: savedConfig?.directoryPath || null,
+      saveDirectoryPath: directoryPath || null,
       generationsPath: savedConfig?.generationsPath || null,
       lastSavedAt: savedConfig?.lastSavedAt || null,
       hasUnsavedChanges: false,
@@ -1847,12 +1865,16 @@ export const useWorkflowStore = create<WorkflowStore>((set, get) => ({
   },
 
   // Auto-save actions
-  setWorkflowMetadata: (id: string, name: string, path: string, generationsPath: string | null) => {
+  setWorkflowMetadata: (id: string, name: string, path: string, generationsPath?: string | null) => {
+    // Auto-derive generationsPath: use provided value, fall back to existing, then auto-derive
+    const currentGenPath = get().generationsPath;
+    const derivedGenerationsPath = generationsPath ?? currentGenPath ?? `${path}/generations`;
+
     set({
       workflowId: id,
       workflowName: name,
       saveDirectoryPath: path,
-      generationsPath: generationsPath,
+      generationsPath: derivedGenerationsPath,
     });
   },
 
@@ -1873,6 +1895,10 @@ export const useWorkflowStore = create<WorkflowStore>((set, get) => ({
     set({ autoSaveEnabled: enabled });
   },
 
+  setUseExternalImageStorage: (enabled: boolean) => {
+    set({ useExternalImageStorage: enabled });
+  },
+
   markAsUnsaved: () => {
     set({ hasUnsavedChanges: true });
   },
@@ -1886,6 +1912,7 @@ export const useWorkflowStore = create<WorkflowStore>((set, get) => ({
       workflowId,
       workflowName,
       saveDirectoryPath,
+      useExternalImageStorage,
     } = get();
 
     if (!workflowId || !workflowName || !saveDirectoryPath) {
@@ -1895,7 +1922,7 @@ export const useWorkflowStore = create<WorkflowStore>((set, get) => ({
     set({ isSaving: true });
 
     try {
-      const workflow: WorkflowFile = {
+      let workflow: WorkflowFile = {
         version: 1,
         id: workflowId,
         name: workflowName,
@@ -1905,6 +1932,11 @@ export const useWorkflowStore = create<WorkflowStore>((set, get) => ({
         groups: Object.keys(groups).length > 0 ? groups : undefined,
       };
 
+      // If external image storage is enabled, externalize images before saving
+      if (useExternalImageStorage) {
+        workflow = await externalizeWorkflowImages(workflow, saveDirectoryPath);
+      }
+
       const response = await fetch("/api/workflow", {
         method: "POST",
         headers: { "Content-Type": "application/json" },
diff --git a/src/types/index.ts b/src/types/index.ts
index e94eef6e..605a3520 100644
--- a/src/types/index.ts
+++ b/src/types/index.ts
@@ -43,6 +43,7 @@ export interface BaseNodeData extends Record<string, unknown> {
 // Image Input Node Data
 export interface ImageInputNodeData extends BaseNodeData {
   image: string | null;
+  imageRef?: string;  // External image reference for storage optimization
   filename: string | null;
   dimensions: { width: number; height: number } | null;
 }
@@ -101,8 +102,10 @@ export type AnnotationShape =
 // Annotation Node Data
 export interface AnnotationNodeData extends BaseNodeData {
   sourceImage: string | null;
+  sourceImageRef?: string;  // External image reference for storage optimization
   annotations: AnnotationShape[];
   outputImage: string | null;
+  outputImageRef?: string;  // External image reference for storage optimization
 }
 
 // Prompt Node Data
@@ -132,8 +135,10 @@ export interface CarouselImageItem {
 // Nano Banana Node Data (Image Generation)
 export interface NanoBananaNodeData extends BaseNodeData {
   inputImages: string[]; // Now supports multiple images
+  inputImageRefs?: string[];  // External image references for storage optimization
   inputPrompt: string | null;
   outputImage: string | null;
+  outputImageRef?: string;  // External image reference for storage optimization
   aspectRatio: AspectRatio;
   resolution: Resolution; // Only used by Nano Banana Pro
   model: ModelType;
@@ -148,6 +153,7 @@ export interface NanoBananaNodeData extends BaseNodeData {
 export interface LLMGenerateNodeData extends BaseNodeData {
   inputPrompt: string | null;
   inputImages: string[];
+  inputImageRefs?: string[];  // External image references for storage optimization
   outputText: string | null;
   provider: LLMProvider;
   model: LLMModelType;
@@ -160,11 +166,13 @@ export interface LLMGenerateNodeData extends BaseNodeData {
 // Output Node Data
 export interface OutputNodeData extends BaseNodeData {
   image: string | null;
+  imageRef?: string;  // External image reference for storage optimization
 }
 
 // Split Grid Node Data (Utility Node)
 export interface SplitGridNodeData extends BaseNodeData {
   sourceImage: string | null;
+  sourceImageRef?: string;  // External image reference for storage optimization
   targetCount: number;  // 4, 6, 8, 9, or 10
   defaultPrompt: string;
   generateSettings: {
diff --git a/src/utils/imageStorage.ts b/src/utils/imageStorage.ts
new file mode 100644
index 00000000..32797dd0
--- /dev/null
+++ b/src/utils/imageStorage.ts
@@ -0,0 +1,427 @@
+import { WorkflowNode, WorkflowNodeData } from "@/types";
+import { WorkflowFile } from "@/store/workflowStore";
+
+/**
+ * Generate a unique image ID for external storage
+ */
+export function generateImageId(): string {
+  const timestamp = Date.now().toString(36);
+  const random = Math.random().toString(36).substring(2, 8);
+  return `img-${timestamp}-${random}`;
+}
+
+/**
+ * Check if a string is a base64 data URL
+ */
+function isBase64DataUrl(str: string | null | undefined): str is string {
+  return typeof str === "string" && str.startsWith("data:");
+}
+
+/**
+ * Extract and save all images from a workflow, replacing base64 data with refs
+ * Returns a new workflow object with image refs instead of base64 data
+ */
+export async function externalizeWorkflowImages(
+  workflow: WorkflowFile,
+  workflowPath: string
+): Promise<WorkflowFile> {
+  const externalizedNodes: WorkflowNode[] = [];
+  const savedImageIds = new Map<string, string>(); // base64 hash -> imageId (for deduplication)
+
+  for (const node of workflow.nodes) {
+    const newNode = await externalizeNodeImages(node, workflowPath, savedImageIds);
+    externalizedNodes.push(newNode);
+  }
+
+  return {
+    ...workflow,
+    nodes: externalizedNodes,
+  };
+}
+
+/**
+ * Externalize images from a single node
+ */
+async function externalizeNodeImages(
+  node: WorkflowNode,
+  workflowPath: string,
+  savedImageIds: Map<string, string>
+): Promise<WorkflowNode> {
+  const data = node.data as WorkflowNodeData;
+  let newData: WorkflowNodeData;
+
+  switch (node.type) {
+    case "imageInput": {
+      const d = data as import("@/types").ImageInputNodeData;
+      if (isBase64DataUrl(d.image)) {
+        const imageId = await saveImageAndGetId(d.image, workflowPath, savedImageIds, "inputs");
+        newData = {
+          ...d,
+          image: null,
+          imageRef: imageId,
+        };
+      } else {
+        newData = d;
+      }
+      break;
+    }
+
+    case "annotation": {
+      const d = data as import("@/types").AnnotationNodeData;
+      let sourceImageRef = d.sourceImageRef;
+      let outputImageRef = d.outputImageRef;
+      let sourceImage = d.sourceImage;
+      let outputImage = d.outputImage;
+
+      // Annotation images are user-created, save to inputs
+      if (isBase64DataUrl(d.sourceImage)) {
+        sourceImageRef = await saveImageAndGetId(d.sourceImage, workflowPath, savedImageIds, "inputs");
+        sourceImage = null;
+      }
+      if (isBase64DataUrl(d.outputImage)) {
+        outputImageRef = await saveImageAndGetId(d.outputImage, workflowPath, savedImageIds, "inputs");
+        outputImage = null;
+      }
+
+      newData = {
+        ...d,
+        sourceImage,
+        sourceImageRef,
+        outputImage,
+        outputImageRef,
+      };
+      break;
+    }
+
+    case "nanoBanana": {
+      const d = data as import("@/types").NanoBananaNodeData;
+      let outputImageRef = d.outputImageRef;
+      let outputImage = d.outputImage;
+      const inputImageRefs: string[] = [];
+      const inputImages: string[] = [];
+
+      // Handle output image - AI generated, save to generations
+      if (isBase64DataUrl(d.outputImage)) {
+        outputImageRef = await saveImageAndGetId(d.outputImage, workflowPath, savedImageIds, "generations");
+        outputImage = null;
+      }
+
+      // Handle input images array (these come from connected nodes, save to inputs if present)
+      for (const img of d.inputImages) {
+        if (isBase64DataUrl(img)) {
+          const ref = await saveImageAndGetId(img, workflowPath, savedImageIds, "inputs");
+          inputImageRefs.push(ref);
+          inputImages.push(""); // Empty placeholder
+        } else {
+          inputImages.push(img);
+        }
+      }
+
+      newData = {
+        ...d,
+        inputImages: inputImages.length > 0 && inputImages.every(i => i === "") ? [] : inputImages,
+        inputImageRefs: inputImageRefs.length > 0 ? inputImageRefs : undefined,
+        outputImage,
+        outputImageRef,
+      };
+      break;
+    }
+
+    case "llmGenerate": {
+      const d = data as import("@/types").LLMGenerateNodeData;
+      const inputImageRefs: string[] = [];
+      const inputImages: string[] = [];
+
+      // Handle input images array (save to inputs)
+      for (const img of d.inputImages) {
+        if (isBase64DataUrl(img)) {
+          const ref = await saveImageAndGetId(img, workflowPath, savedImageIds, "inputs");
+          inputImageRefs.push(ref);
+          inputImages.push(""); // Empty placeholder
+        } else {
+          inputImages.push(img);
+        }
+      }
+
+      newData = {
+        ...d,
+        inputImages: inputImages.length > 0 && inputImages.every(i => i === "") ? [] : inputImages,
+        inputImageRefs: inputImageRefs.length > 0 ? inputImageRefs : undefined,
+      };
+      break;
+    }
+
+    case "output": {
+      const d = data as import("@/types").OutputNodeData;
+      // Output displays generated content, save to generations
+      if (isBase64DataUrl(d.image)) {
+        const imageId = await saveImageAndGetId(d.image, workflowPath, savedImageIds, "generations");
+        newData = {
+          ...d,
+          image: null,
+          imageRef: imageId,
+        };
+      } else {
+        newData = d;
+      }
+      break;
+    }
+
+    case "splitGrid": {
+      const d = data as import("@/types").SplitGridNodeData;
+      // SplitGrid source is input content, save to inputs
+      if (isBase64DataUrl(d.sourceImage)) {
+        const imageId = await saveImageAndGetId(d.sourceImage, workflowPath, savedImageIds, "inputs");
+        newData = {
+          ...d,
+          sourceImage: null,
+          sourceImageRef: imageId,
+        };
+      } else {
+        newData = d;
+      }
+      break;
+    }
+
+    default:
+      newData = data;
+  }
+
+  return {
+    ...node,
+    data: newData,
+  } as WorkflowNode;
+}
+
+/**
+ * Save an image and return its ID (with deduplication)
+ * @param folder - "inputs" for user-uploaded images, "generations" for AI-generated images
+ */
+async function saveImageAndGetId(
+  imageData: string,
+  workflowPath: string,
+  savedImageIds: Map<string, string>,
+  folder: "inputs" | "generations" = "inputs"
+): Promise<string> {
+  // Create a hash using length + samples from different parts of the data
+  // This avoids issues where all images of the same format have identical headers
+  // Include folder in hash so same image in different folders gets different IDs
+  const len = imageData.length;
+  const mid = Math.floor(len / 2);
+  const hash = `${folder}-${len}-${imageData.substring(50, 100)}-${imageData.substring(mid, mid + 50)}-${imageData.substring(Math.max(0, len - 50))}`;
+
+  if (savedImageIds.has(hash)) {
+    return savedImageIds.get(hash)!;
+  }
+
+  const imageId = generateImageId();
+
+  const response = await fetch("/api/workflow-images", {
+    method: "POST",
+    headers: { "Content-Type": "application/json" },
+    body: JSON.stringify({
+      workflowPath,
+      imageId,
+      imageData,
+      folder,
+    }),
+  });
+
+  const result = await response.json();
+
+  if (!result.success) {
+    throw new Error(`Failed to save image: ${result.error}`);
+  }
+
+  savedImageIds.set(hash, imageId);
+  return imageId;
+}
+
+/**
+ * Load all external images into a workflow, replacing refs with base64 data
+ * Returns a new workflow object with base64 data instead of refs
+ */
+export async function hydrateWorkflowImages(
+  workflow: WorkflowFile,
+  workflowPath: string
+): Promise<WorkflowFile> {
+  const hydratedNodes: WorkflowNode[] = [];
+  const loadedImages = new Map<string, string>(); // imageId -> base64 (for caching)
+
+  for (const node of workflow.nodes) {
+    const newNode = await hydrateNodeImages(node, workflowPath, loadedImages);
+    hydratedNodes.push(newNode);
+  }
+
+  return {
+    ...workflow,
+    nodes: hydratedNodes,
+  };
+}
+
+/**
+ * Hydrate images for a single node
+ */
+async function hydrateNodeImages(
+  node: WorkflowNode,
+  workflowPath: string,
+  loadedImages: Map<string, string>
+): Promise<WorkflowNode> {
+  const data = node.data as WorkflowNodeData;
+  let newData: WorkflowNodeData;
+
+  switch (node.type) {
+    case "imageInput": {
+      const d = data as import("@/types").ImageInputNodeData;
+      if (d.imageRef && !d.image) {
+        const image = await loadImageById(d.imageRef, workflowPath, loadedImages, "inputs");
+        newData = {
+          ...d,
+          image,
+        };
+      } else {
+        newData = d;
+      }
+      break;
+    }
+
+    case "annotation": {
+      const d = data as import("@/types").AnnotationNodeData;
+      let sourceImage = d.sourceImage;
+      let outputImage = d.outputImage;
+
+      if (d.sourceImageRef && !d.sourceImage) {
+        sourceImage = await loadImageById(d.sourceImageRef, workflowPath, loadedImages, "inputs");
+      }
+      if (d.outputImageRef && !d.outputImage) {
+        outputImage = await loadImageById(d.outputImageRef, workflowPath, loadedImages, "inputs");
+      }
+
+      newData = {
+        ...d,
+        sourceImage,
+        outputImage,
+      };
+      break;
+    }
+
+    case "nanoBanana": {
+      const d = data as import("@/types").NanoBananaNodeData;
+      let outputImage = d.outputImage;
+      const inputImages = [...d.inputImages];
+
+      if (d.outputImageRef && !d.outputImage) {
+        outputImage = await loadImageById(d.outputImageRef, workflowPath, loadedImages, "generations");
+      }
+
+      // Hydrate input images from refs
+      if (d.inputImageRefs && d.inputImageRefs.length > 0) {
+        for (let i = 0; i < d.inputImageRefs.length; i++) {
+          const ref = d.inputImageRefs[i];
+          if (ref) {
+            inputImages[i] = await loadImageById(ref, workflowPath, loadedImages, "inputs");
+          }
+        }
+      }
+
+      newData = {
+        ...d,
+        inputImages,
+        outputImage,
+      };
+      break;
+    }
+
+    case "llmGenerate": {
+      const d = data as import("@/types").LLMGenerateNodeData;
+      const inputImages = [...d.inputImages];
+
+      // Hydrate input images from refs
+      if (d.inputImageRefs && d.inputImageRefs.length > 0) {
+        for (let i = 0; i < d.inputImageRefs.length; i++) {
+          const ref = d.inputImageRefs[i];
+          if (ref) {
+            inputImages[i] = await loadImageById(ref, workflowPath, loadedImages, "inputs");
+          }
+        }
+      }
+
+      newData = {
+        ...d,
+        inputImages,
+      };
+      break;
+    }
+
+    case "output": {
+      const d = data as import("@/types").OutputNodeData;
+      if (d.imageRef && !d.image) {
+        const image = await loadImageById(d.imageRef, workflowPath, loadedImages, "generations");
+        newData = {
+          ...d,
+          image,
+        };
+      } else {
+        newData = d;
+      }
+      break;
+    }
+
+    case "splitGrid": {
+      const d = data as import("@/types").SplitGridNodeData;
+      if (d.sourceImageRef && !d.sourceImage) {
+        const sourceImage = await loadImageById(d.sourceImageRef, workflowPath, loadedImages, "inputs");
+        newData = {
+          ...d,
+          sourceImage,
+        };
+      } else {
+        newData = d;
+      }
+      break;
+    }
+
+    default:
+      newData = data;
+  }
+
+  return {
+    ...node,
+    data: newData,
+  } as WorkflowNode;
+}
+
+/**
+ * Load an image by ID (with caching)
+ * @param folder - Optional hint for which folder to check first
+ */
+async function loadImageById(
+  imageId: string,
+  workflowPath: string,
+  loadedImages: Map<string, string>,
+  folder?: "inputs" | "generations"
+): Promise<string> {
+  if (loadedImages.has(imageId)) {
+    return loadedImages.get(imageId)!;
+  }
+
+  const params = new URLSearchParams({
+    workflowPath,
+    imageId,
+  });
+  if (folder) {
+    params.set("folder", folder);
+  }
+
+  const response = await fetch(`/api/workflow-images?${params.toString()}`);
+
+  const result = await response.json();
+
+  if (!result.success) {
+    console.error(`Failed to load image ${imageId}: ${result.error}`);
+    return ""; // Return empty string on error to avoid breaking the workflow
+  }
+
+  loadedImages.set(imageId, result.image);
+  return result.image;
+}