first commit

backend/app.js

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+import express from 'express';
+import cors from 'cors';
+import notesRoutes from './routes/notes.routes.js';
+
+const app = express();
+
+app.use(cors());
+app.use(express.json());
+
+app.use('/api/notes', notesRoutes);
+
+export default app;

backend/config/index.js

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+

backend/data/notes.json

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+[
+  {
+    "id": "note_038",
+    "text": "Live follow mode frequently breaks",
+    "x": 710,
+    "y": 579,
+    "author": "user_9",
+    "color": "yellow"
+  },
+  {
+    "id": "note_005",
+    "text": "SSO login loops back to the sign-in page",
+    "x": 184,
+    "y": 124,
+    "author": "user_7",
+    "color": "yellow"
+  },
+  {
+    "id": "note_023",
+    "text": "Undo/redo sometimes lags and applies late",
+    "x": 236,
+    "y": 687,
+    "author": "user_9",
+    "color": "purple"
+  },
+  {
+    "id": "note_017",
+    "text": "Exported file names are inconsistent and hard to track",
+    "x": 676,
+    "y": 201,
+    "author": "user_4",
+    "color": "blue"
+  },
+  {
+    "id": "note_049",
+    "text": "Need better controls for aligning and distributing notes",
+    "x": 462,
+    "y": 487,
+    "author": "user_7",
+    "color": "green"
+  },
+  {
+    "id": "note_010",
+    "text": "OAuth consent screen appears every time I sign in",
+    "x": 228,
+    "y": 124,
+    "author": "user_9",
+    "color": "yellow"
+  },
+  {
+    "id": "note_036",
+    "text": "Cursor presence is distracting and overlaps content",
+    "x": 788,
+    "y": 605,
+    "author": "user_5",
+    "color": "yellow"
+  },
+  {
+    "id": "note_011",
+    "text": "Need better export options (PDF quality is too low)",
+    "x": 748,
+    "y": 212,
+    "author": "user_9",
+    "color": "green"
+  },
+  {
+    "id": "note_012",
+    "text": "Exported PDF cuts off content near the edges",
+    "x": 733,
+    "y": 159,
+    "author": "user_6",
+    "color": "blue"
+  },
+  {
+    "id": "note_019",
+    "text": "Embedded exports don’t update when the board changes",
+    "x": 662,
+    "y": 132,
+    "author": "user_1",
+    "color": "blue"
+  },
+  {
+    "id": "note_020",
+    "text": "Can’t export comments and reactions with the content",
+    "x": 739,
+    "y": 139,
+    "author": "user_7",
+    "color": "green"
+  },
+  {
+    "id": "note_039",
+    "text": "Guest collaborators can’t see updates without refreshing",
+    "x": 759,
+    "y": 711,
+    "author": "user_9",
+    "color": "yellow"
+  },
+  {
+    "id": "note_024",
+    "text": "App crashes when opening a large board",
+    "x": 239,
+    "y": 597,
+    "author": "user_10",
+    "color": "purple"
+  },
+  {
+    "id": "note_041",
+    "text": "Hard to find the right template quickly",
+    "x": 536,
+    "y": 394,
+    "author": "user_4",
+    "color": "orange"
+  },
+  {
+    "id": "note_040",
+    "text": "Activity feed lacks context about what changed",
+    "x": 710,
+    "y": 771,
+    "author": "user_7",
+    "color": "yellow"
+  },
+  {
+    "id": "note_014",
+    "text": "Export takes too long and sometimes never finishes",
+    "x": 798,
+    "y": 211,
+    "author": "user_2",
+    "color": "green"
+  },
+  {
+    "id": "note_031",
+    "text": "Hard to tell who is editing what in real time",
+    "x": 761,
+    "y": 704,
+    "author": "user_8",
+    "color": "yellow"
+  },
+  {
+    "id": "note_032",
+    "text": "Comments get lost — no clear thread view",
+    "x": 818,
+    "y": 641,
+    "author": "user_5",
+    "color": "yellow"
+  },
+  {
+    "id": "note_050",
+    "text": "Can’t lock sections to prevent accidental edits during workshops",
+    "x": 521,
+    "y": 471,
+    "author": "user_6",
+    "color": "orange"
+  },
+  {
+    "id": "note_001",
+    "text": "Login flow feels confusing",
+    "x": 193,
+    "y": 191,
+    "author": "user_5",
+    "color": "yellow"
+  },
+  {
+    "id": "note_025",
+    "text": "Saving indicator spins but changes aren’t saved",
+    "x": 129,
+    "y": 781,
+    "author": "user_3",
+    "color": "purple"
+  },
+  {
+    "id": "note_021",
+    "text": "Board feels slow when there are many sticky notes",
+    "x": 341,
+    "y": 695,
+    "author": "user_10",
+    "color": "purple"
+  },
+  {
+    "id": "note_002",
+    "text": "Login flow is broken on mobile",
+    "x": 214,
+    "y": 281,
+    "author": "user_9",
+    "color": "yellow"
+  },
+  {
+    "id": "note_046",
+    "text": "Tags are missing — I need better categorization",
+    "x": 472,
+    "y": 435,
+    "author": "user_6",
+    "color": "green"
+  },
+  {
+    "id": "note_018",
+    "text": "No way to schedule recurring exports for stakeholders",
+    "x": 661,
+    "y": 229,
+    "author": "user_9",
+    "color": "blue"
+  },
+  {
+    "id": "note_034",
+    "text": "Too many notification emails for minor edits",
+    "x": 769,
+    "y": 739,
+    "author": "user_9",
+    "color": "yellow"
+  },
+  {
+    "id": "note_003",
+    "text": "When I enter my username and password I get an unknown error",
+    "x": 189,
+    "y": 193,
+    "author": "user_2",
+    "color": "yellow"
+  },
+  {
+    "id": "note_008",
+    "text": "Cannot change my password — save button does nothing",
+    "x": 244,
+    "y": 188,
+    "author": "user_2",
+    "color": "orange"
+  },
+  {
+    "id": "note_015",
+    "text": "Sharing link permissions are confusing",
+    "x": 688,
+    "y": 290,
+    "author": "user_6",
+    "color": "blue"
+  },
+  {
+    "id": "note_033",
+    "text": "Mentions (@) don’t notify the right people",
+    "x": 696,
+    "y": 669,
+    "author": "user_5",
+    "color": "yellow"
+  },
+  {
+    "id": "note_006",
+    "text": "Two-factor code is rejected even when correct",
+    "x": 162,
+    "y": 213,
+    "author": "user_1",
+    "color": "yellow"
+  },
+  {
+    "id": "note_028",
+    "text": "High CPU usage even when idle on a board",
+    "x": 190,
+    "y": 695,
+    "author": "user_8",
+    "color": "purple"
+  },
+  {
+    "id": "note_009",
+    "text": "Account gets locked too quickly after one failed attempt",
+    "x": 280,
+    "y": 255,
+    "author": "user_10",
+    "color": "orange"
+  },
+  {
+    "id": "note_029",
+    "text": "Offline mode loses edits when reconnecting",
+    "x": 338,
+    "y": 632,
+    "author": "user_1",
+    "color": "pink"
+  },
+  {
+    "id": "note_035",
+    "text": "No notification when someone resolves my comment",
+    "x": 673,
+    "y": 636,
+    "author": "user_2",
+    "color": "blue"
+  },
+  {
+    "id": "note_037",
+    "text": "Can’t easily hand off facilitation to another user",
+    "x": 816,
+    "y": 707,
+    "author": "user_2",
+    "color": "yellow"
+  },
+  {
+    "id": "note_013",
+    "text": "Cannot export selected area — only full board exports",
+    "x": 696,
+    "y": 205,
+    "author": "user_4",
+    "color": "green"
+  },
+  {
+    "id": "note_016",
+    "text": "Downloaded image is blurry compared to the canvas",
+    "x": 677,
+    "y": 245,
+    "author": "user_5",
+    "color": "blue"
+  },
+  {
+    "id": "note_043",
+    "text": "Can’t organize boards into folders the way I need",
+    "x": 504,
+    "y": 398,
+    "author": "user_4",
+    "color": "green"
+  },
+  {
+    "id": "note_022",
+    "text": "Canvas freezes for a few seconds when zooming",
+    "x": 254,
+    "y": 707,
+    "author": "user_8",
+    "color": "pink"
+  },
+  {
+    "id": "note_026",
+    "text": "Search is slow on boards with lots of content",
+    "x": 253,
+    "y": 658,
+    "author": "user_2",
+    "color": "pink"
+  },
+  {
+    "id": "note_048",
+    "text": "Duplicating a board loses some formatting",
+    "x": 382,
+    "y": 410,
+    "author": "user_10",
+    "color": "orange"
+  },
+  {
+    "id": "note_007",
+    "text": "I’m logged out unexpectedly after a few minutes",
+    "x": 185,
+    "y": 157,
+    "author": "user_3",
+    "color": "yellow"
+  },
+  {
+    "id": "note_045",
+    "text": "No bulk rename for multiple sticky notes",
+    "x": 455,
+    "y": 427,
+    "author": "user_1",
+    "color": "green"
+  },
+  {
+    "id": "note_042",
+    "text": "Template search results feel irrelevant",
+    "x": 400,
+    "y": 474,
+    "author": "user_6",
+    "color": "orange"
+  },
+  {
+    "id": "note_044",
+    "text": "Naming conventions aren’t enforced and things get messy",
+    "x": 469,
+    "y": 434,
+    "author": "user_9",
+    "color": "green"
+  },
+  {
+    "id": "note_004",
+    "text": "Password reset email never arrives",
+    "x": 207,
+    "y": 267,
+    "author": "user_9",
+    "color": "yellow"
+  },
+  {
+    "id": "note_047",
+    "text": "Hard to keep consistent styles across boards",
+    "x": 420,
+    "y": 426,
+    "author": "user_8",
+    "color": "green"
+  },
+  {
+    "id": "note_030",
+    "text": "I see random 'something went wrong' banners with no details",
+    "x": 214,
+    "y": 594,
+    "author": "user_5",
+    "color": "purple"
+  },
+  {
+    "id": "note_027",
+    "text": "Scrolling stutters on older laptops",
+    "x": 178,
+    "y": 586,
+    "author": "user_7",
+    "color": "pink"
+  }
+]

backend/package.json

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+{
+    "name": "resias-backend",
+    "version": "0.1.0",
+    "description": "Resias AI clustering feature - backend for ProjectPilot",
+    "type": "module",
+    "main": "server.js",
+    "scripts": {
+      "start": "node server.js",
+      "dev": "nodemon server.js"
+    },
+    "dependencies": {
+      "cors": "^2.8.5",
+      "dotenv": "^16.4.7",
+      "express": "^4.21.2",
+      "openai": "^4.82.0"
+    },
+    "devDependencies": {
+      "nodemon": "^3.1.9"
+    }
+  }

backend/routes/notes.routes.js

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+

backend/server.js

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+import app from './app.js';
+import config from './config/index.js';
+
+const PORT = config.port || 3001;
+
+app.listen(PORT, () => {
+  console.log(`Envision backend running on port ${PORT}`);
+});

backend/services/clustering.service.js

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+