Last Updated: March 4, 2026
Project: UI Navigator & Multimodal Spatial AI Agent
Status: Mid-Development (Core Features Complete, Integration Pending)
Overall Progress: 65 / 100 (Beta Stage)
Audit Score: 35 / 100 (Alpha/MVP Stage) - OUTDATED
- ✅ Action Executor fully implemented (was 0%, now 100%)
- ✅ Web Speech API integrated (was 10%, now 100%)
- ✅ LocalStorage persistence added (was 0%, now 100%)
- ✅ Hybrid canvas system operational (TLDraw + Excalidraw + React Flow)
- ✅ Camera synchronization across all three layers
⚠️ Error handling still missing across most systems⚠️ Authentication flows still not implemented⚠️ Voice-to-AI integration not connected
- Current Architecture Status
- Audit Comparison
- Implementation Stages
- Stage 1: Critical Systems
- Stage 2: Integration & UX
- Stage 3: Enhancement
- Stage 4: Production Readiness
- Technical Debt
- Risk Assessment
- File:
web/lib/action-executor.ts - Status: ✅ COMPLETE (311 lines)
- Implementation: Full ActionExecutor class with all action types
- Actions Supported:
- ✅
move- Reposition nodes - ✅
connect- Create edges between nodes - ✅
highlight- Visual emphasis with color/duration - ✅
zoom- Viewport transformation - ✅
group- Grouping multiple nodes - ✅
cluster- Circular arrangement - ✅
create- Add new nodes - ✅
delete- Remove nodes and edges - ✅
transform- Modify node type/data
- ✅
- Audit Said: 0% (all stubs)
- Reality: 100% functional with sequential/parallel execution
- Files:
web/hooks/useVoice.ts,web/components/voice/VoiceOrb.tsx - Status: ✅ COMPLETE (voice capture only)
- Implementation:
- ✅ Web Speech API integration
- ✅ Continuous recognition with interim results
- ✅ Transcript accumulation
- ✅ Error handling for unsupported browsers
- ✅ Visual feedback (listening states, pulse animation)
⚠️ Not connected to AI planner yet
- Audit Said: 10% (UI only)
- Reality: 80% (capture works, AI integration pending)
- File:
web/hooks/useBoard.ts - Status: ✅ COMPLETE
- Implementation:
- ✅ Save/load board state (nodes, edges, elements)
- ✅ Camera position persistence
- ✅ Auto-save on state changes
- ✅ Error handling for parse failures
- Audit Said: 0% (no persistence)
- Reality: 100% for local storage (Firestore still missing)
- Files:
web/components/canvas/* - Status: ✅ OPERATIONAL
- Layers:
- ✅ TLDraw (z-index: 1) - Infinite workspace, camera source
- ✅ Excalidraw (z-index: 2) - Visual editing layer
- ✅ React Flow (z-index: 3) - Knowledge graph
- ✅ Camera sync service (bidirectional synchronization)
- ✅ Element-to-node mapping service
- Audit Said: Architecturally sound
- Reality: Fully functional, synced, and stable
- Files:
web/components/nodes/* - Status: ✅ COMPLETE
- Node Types:
- ✅ TextNode - Dark theme, label display
- ✅ ImageNode - 220x120 aspect ratio
- Registry: NodeRenderer with type mapping
- File:
web/hooks/useScreenshot.ts - Status: ✅ FUNCTIONAL
- Implementation: html2canvas with base64 encoding
- Issues:
⚠️ No error handling,⚠️ No size optimization
- File:
web/lib/api.ts - Status:
⚠️ 60% COMPLETE - Working:
- ✅ Axios client configured
- ✅
planActions()endpoint function - ✅ Environment variable support
- Missing:
- ❌ Error handling (try/catch)
- ❌ Response validation/typing
- ❌ Authentication headers
- ❌ Timeout configuration
- ❌ Retry logic
- ❌ Loading states
- Files:
web/hooks/useBoard.ts,web/store/board.store.ts - Status:
⚠️ 70% COMPLETE - Working:
- ✅ React Flow hooks (useNodesState, useEdgesState)
- ✅ Excalidraw element state
- ✅ TLDraw editor state
- ✅ LocalStorage persistence
- ✅ Zustand store setup
- Issues:
⚠️ Store is write-only (never read back)⚠️ Potential desync between store and React state- ❌ No Firestore sync
- Files:
web/components/layout/*,web/app/board/[id]/page.tsx - Status:
⚠️ 50% COMPLETE - Working:
- ✅ TopBar with branding
- ✅ SidePanel placeholder
- ✅ 3-column CSS Grid layout
- ✅ VoiceOrb overlay (z-index: 1000)
- Missing:
- ❌ Interactive controls in SidePanel
- ❌ AI planner trigger button
- ❌ Loading/error states
- ❌ Responsive breakpoints
- Files: ALL
- Status: ❌ 5% (minimal console.error calls)
- Missing Everywhere:
- ❌ Try/catch blocks in async functions
- ❌ Error boundaries for React components
- ❌ User-facing error messages
- ❌ Retry mechanisms
- ❌ Fallback states
- ❌ Error logging service integration
- File:
web/lib/firebase.ts - Status: ❌ 10% (SDK initialized only)
- Missing:
- ❌ Sign-in/sign-up components
- ❌ User context provider
- ❌ Route guards/middleware
- ❌ Token management
- ❌ Session persistence
- ❌ API authentication headers
- Status: ❌ 0% (not initialized)
- Missing:
- ❌ Firestore SDK setup
- ❌ Board document schema
- ❌ Real-time sync listeners
- ❌ Multi-user collaboration
- ❌ Conflict resolution
- ❌ Migration from localStorage
- Status: ❌ 20% (capture works, processing missing)
- Missing:
- ❌ Send transcript to AI planner
- ❌ Parse voice commands
- ❌ Execute AI actions from voice input
- ❌ Visual feedback during processing
- ❌ Command history/suggestions
- Status: ❌ 0%
- Missing:
- ❌ Unit tests (Jest/Vitest)
- ❌ Component tests (React Testing Library)
- ❌ E2E tests (Playwright/Cypress)
- ❌ Integration tests
- ❌ Visual regression tests
- Status: ❌ 0% (desktop only)
- Missing:
- ❌ Mobile breakpoints
- ❌ Touch gesture support
- ❌ Adaptive layouts
- ❌ Mobile-optimized controls
| Feature | Audit Score | Current Score | Delta | Notes |
|---|---|---|---|---|
| Action Executor | 0% ❌ | 100% ✅ | +100% | Fully implemented with 9 action types |
| Voice System | 10% ❌ | 80% |
+70% | Web Speech API working, AI integration pending |
| Data Persistence | 0% ❌ | 100% ✅ | +100% | LocalStorage complete, Firestore still missing |
| Auth Flows | 0% ❌ | 10% ❌ | +10% | SDK initialized, no UI/flows yet |
| Error Handling | 0% ❌ | 5% ❌ | +5% | Still critically missing |
| Canvas System | 80% |
95% ✅ | +15% | TLDraw sync added, fully operational |
| API Layer | 40% |
60% |
+20% | No validation/error handling added |
| State Management | 50% |
70% |
+20% | LocalStorage persistence added |
| Screenshot System | 60% |
60% |
0% | No changes, still missing optimization |
| UI/UX | 40% |
50% |
+10% | VoiceOrb improved, layouts same |
| Testing | 0% ❌ | 0% ❌ | 0% | No progress |
| Responsive | 0% ❌ | 0% ❌ | 0% | No progress |
| Issue # | Severity | Description | Status | Notes |
|---|---|---|---|---|
| #1 | 🔴 CRITICAL | Action executor empty | ✅ RESOLVED | Fully implemented |
| #2 | 🔴 CRITICAL | No error handling | ❌ OPEN | Still missing everywhere |
| #3 | 🔴 CRITICAL | Voice system unstubbed | Capture works, AI integration missing | |
| #4 | 🔴 CRITICAL | No authentication | ❌ OPEN | SDK only, no flows |
| #5 | 🔴 CRITICAL | No data persistence | LocalStorage works, Firestore missing | |
| #6 | 🟠 HIGH | Zustand store desync | ❌ OPEN | Still write-only |
| #7 | 🟠 HIGH | No screenshot error handling | ❌ OPEN | No progress |
| #8 | 🟠 HIGH | No API response validation | ❌ OPEN | No progress |
| #9 | 🟠 HIGH | React Flow styling conflict | Dark theme applied, may need tweaks |
┌──────────────────────────────────────────────────────────┐
│ Impact vs Effort │
│ │
│ High Impact │ #2 Error Handling │ #4 Auth System │
│ │ #3 Voice-AI Link │ #5 Firestore │
│ ──────────────┼──────────────────────┼──────────────────┤
│ Med Impact │ #8 API Validation │ #6 Store Sync │
│ │ #7 Screenshot Errors│ #14 Testing │
│ ──────────────┼──────────────────────┼──────────────────┤
│ Low Impact │ #9 Theme Tweaks │ #15 Responsive │
│ │ UI Polish │ Advanced Features│
│ │ │ │
│ │ Low Effort │ High Effort │
└──────────────────────────────────────────────────────────┘
Goal: Make the AI features functional and prevent user-facing crashes
Timeline: 1-2 weeks
Blocking Issues: #2, #3, #8
Status: ❌ Not Started
Priority: 🔴 CRITICAL
Effort: Medium (2-3 days)
-
1.1.1 Create error boundary component for React tree
- File:
web/components/ErrorBoundary.tsx - Wrap board page and canvas components
- Display user-friendly error UI
- File:
-
1.1.2 Add try/catch to all async functions
web/lib/api.ts- Wrap API callsweb/hooks/useScreenshot.ts- Handle html2canvas failuresweb/hooks/useBoard.ts- Handle localStorage errorsweb/lib/action-executor.ts- Wrap action execution
-
1.1.3 Create toast notification system
- File:
web/components/Toast.tsx - Use for non-critical errors
- Auto-dismiss after 5 seconds
- File:
-
1.1.4 Add loading states
- Create
useAsynchook for API calls - Add loading spinners to UI
- Disable buttons during processing
- Create
- ✅ No unhandled promise rejections in console
- ✅ User sees error messages for failed operations
- ✅ App doesn't crash on API failures
- ✅ Loading states visible during async operations
Status:
Priority: 🔴 CRITICAL
Effort: Medium (2-3 days)
-
1.2.1 Connect voice transcript to AI planner
- Modify
VoiceOrb.tsxto triggerplanActions()on transcript - Pass transcript as
commandparameter - Show processing state while AI responds
- Modify
-
1.2.2 Integrate ActionExecutor with API response
- Create
useAIPlannerhook - Call
ActionExecutor.executePlan()with response - Handle execution errors
- Create
-
1.2.3 Add visual feedback
- Show "Processing..." state in VoiceOrb
- Display action execution progress
- Show success/failure states
-
1.2.4 Add voice command parsing (optional enhancement)
- Simple keyword detection ("move", "connect", "create")
- Fall back to full AI if no keywords match
web/components/voice/VoiceOrb.tsxweb/hooks/useVoice.tsweb/components/canvas/CanvasRoot.tsx- New:
web/hooks/useAIPlanner.ts
- ✅ User speaks command → VoiceOrb displays transcript
- ✅ Transcript sent to AI backend automatically
- ✅ AI response executed on canvas
- ✅ User sees nodes move/connect based on voice
- ✅ Error messages shown if AI call fails
Status: ❌ Not Started
Priority: 🟠 HIGH
Effort: Low (1 day)
-
1.3.1 Create TypeScript types for API responses
- File:
web/types/api.types.ts - Define
PlanActionsResponseinterface - Define error response types
- File:
-
1.3.2 Add Zod schema validation
- Install:
bun add zod - Create schemas in
web/lib/validators.ts - Validate responses before using
- Install:
-
1.3.3 Add response error handling
- Check for 4xx/5xx status codes
- Parse error messages from backend
- Throw typed errors with context
- ✅ Malformed responses caught before execution
- ✅ TypeScript autocomplete for response data
- ✅ Clear error messages for invalid data
- ✅ No runtime errors from unexpected response shapes
Status: ❌ Not Started (placeholder only)
Priority: 🟠 HIGH
Effort: Low (1-2 days)
-
1.4.1 Add "Run AI Planner" button
- Trigger screenshot → planActions() flow
- Add text input for manual commands
- Show loading state during processing
-
1.4.2 Add node creation controls
- "Add Text Node" button
- "Add Image Node" button
- Position new nodes at viewport center
-
1.4.3 Add action history display
- Show last 5 executed actions
- Allow replaying actions
- Clear history button
web/components/layout/SidePanel.tsx
- ✅ User can trigger AI planner from button
- ✅ User can create nodes without dragging
- ✅ Action history visible and interactive
Goal: Improve user experience and system reliability
Timeline: 1-2 weeks
Blocking Issues: #7, #9
Status:
Priority: 🟠 HIGH
Effort: Low (1 day)
-
2.1.1 Add error handling to useScreenshot
- Try/catch around html2canvas
- Fallback to text-only mode if screenshot fails
- User notification on failure
-
2.1.2 Add screenshot size optimization
- Resize to max 1920x1080 before encoding
- Use canvas.toBlob() with quality parameter
- Compress base64 if > 500KB
-
2.1.3 Add loading indicator
- Show "Capturing screenshot..." overlay
- Estimate time based on canvas size
- Cancel button for long operations
- ✅ Screenshot failures don't crash app
- ✅ Large canvases don't cause memory issues
- ✅ User sees progress during capture
- ✅ Screenshots under 500KB for network transmission
Status: ❌ Not Started (backend uses stub)
Priority: 🟠 HIGH
Effort: Medium (2-3 days) - Backend work
-
2.2.1 Implement Gemini vision API in backend
- File:
backend/src/services/gemini.service.ts - Replace stub with real Vertex AI call
- Send screenshot + command to Gemini
- Parse structured JSON response
- File:
-
2.2.2 Add prompt engineering
- File:
backend/src/prompts/planner.prompt.ts - Improve system prompt for better results
- Add few-shot examples
- Include canvas state context
- File:
-
2.2.3 Add response validation
- Validate action schema before returning
- Filter out invalid actions
- Add execution order optimization
- ✅ Backend calls real Gemini API
- ✅ Actions generated match user intent
- ✅ Invalid actions filtered out
- ✅ Response time < 3 seconds for typical commands
Status: ❌ Not Started
Priority: 🟡 MEDIUM
Effort: Low (0.5 day)
-
2.3.1 Review store usage pattern
- Decide: Keep bidirectional sync or make store read-only?
- Document decision in code comments
-
2.3.2 Option A: Remove store if unused
- Delete
web/store/board.store.ts - Remove store writes from useBoard
- Rely on React state + localStorage only
- Delete
-
2.3.3 Option B: Make store authoritative
- Read from store in useBoard initialization
- Subscribe to store changes
- Ensure single source of truth
- ✅ No state desync between store and React
- ✅ Clear documentation of state flow
- ✅ Performance not degraded
Status:
Priority: 🟡 MEDIUM
Effort: Low (1-2 days)
-
2.4.1 Theme consistency
- Audit all inline styles
- Ensure dark theme colors consistent
- Fix React Flow control colors if needed
-
2.4.2 VoiceOrb improvements
- Add keyboard shortcut (Space to talk)
- Show transcript in expandable panel
- Add "Send to AI" button next to transcript
-
2.4.3 Canvas UI improvements
- Add minimap (React Flow built-in)
- Add node count indicator
- Add "Clear Canvas" button with confirmation
-
2.4.4 Loading states
- Skeleton loaders for initial board load
- Progress bar for AI processing
- Shimmer effect for pending actions
- ✅ UI looks professional and consistent
- ✅ User has clear feedback for all actions
- ✅ No visual glitches or theme conflicts
Goal: Add authentication and cloud persistence
Timeline: 2-3 weeks
Blocking Issues: #4, #5
Status: ❌ 10% (SDK only)
Priority: 🟠 HIGH (for production)
Effort: High (4-5 days)
-
3.1.1 Create authentication UI
- File:
web/components/auth/SignIn.tsx - Email/password sign-in form
- Google OAuth button
- Error handling for auth failures
- File:
-
3.1.2 Create user context provider
- File:
web/contexts/AuthContext.tsx - Wrap app with provider
- Expose
user,loading,signIn,signOut - Persist auth state
- File:
-
3.1.3 Add route guards
- File:
web/middleware.ts(Next.js middleware) - Redirect to /signin if not authenticated
- Allow public access to home page only
- File:
-
3.1.4 Add auth to API calls
- Get Firebase ID token
- Add
Authorization: Bearer <token>header - Refresh token on expiry
web/components/auth/SignIn.tsxweb/components/auth/SignUp.tsxweb/contexts/AuthContext.tsxweb/app/signin/page.tsxweb/middleware.ts
- ✅ User can sign in with email/password
- ✅ User can sign in with Google
- ✅ Protected routes require authentication
- ✅ API calls include auth token
- ✅ User state persists across refreshes
Status: ❌ 0%
Priority: 🟠 HIGH (for production)
Effort: High (5-6 days)
-
3.2.1 Initialize Firestore
- File:
web/lib/firebase.ts - Add Firestore SDK import
- Create db instance
- Set up security rules in Firebase Console
- File:
-
3.2.2 Create board schema
- Collection:
boards - Document structure:
{ id: string; ownerId: string; name: string; nodes: Node[]; edges: Edge[]; excalidrawElements: ExcalidrawElement[]; tldrawCamera: { x, y, zoom }; createdAt: Timestamp; updatedAt: Timestamp; collaborators: string[]; }
- Collection:
-
3.2.3 Implement save/load functions
- File:
web/lib/firestore.ts saveBoard(boardId, data)- debounced auto-saveloadBoard(boardId)- load on mountsubscribeToBoard(boardId, callback)- real-time updates
- File:
-
3.2.4 Migrate from localStorage
- Add migration logic in useBoard
- Keep localStorage as offline cache
- Sync to Firestore when online
-
3.2.5 Add conflict resolution
- Last-write-wins strategy
- Show warning if concurrent edits detected
- Optional: Operational Transform for true collaboration
- ✅ Boards saved to Firestore automatically
- ✅ Boards load from Firestore on mount
- ✅ Real-time sync across browser tabs
- ✅ Offline edits synced when online
- ✅ User sees boards list from Firestore
Status: ❌ 0%
Priority: 🟢 LOW (Nice to have)
Effort: Very High (1-2 weeks)
-
3.3.1 Add presence system
- Show cursors of other users
- Display user avatars
- Color-code each user
-
3.3.2 Add operational transforms
- Use library like Yjs or Automerge
- Sync node positions without conflicts
- Handle concurrent edge creation
-
3.3.3 Add collaboration UI
- User list in SidePanel
- Invite button
- Share link generation
- ✅ Multiple users can edit same board
- ✅ Changes appear in real-time
- ✅ No conflicts or data loss
Goal: Make the app production-grade
Timeline: 2-3 weeks
Blocking Issues: None (all enhancements)
Status: ❌ 0%
Priority: 🟡 MEDIUM
Effort: High (5-7 days)
-
4.1.1 Set up testing framework
- Install:
bun add -d vitest @testing-library/react - Configure:
vitest.config.ts - Add test scripts to package.json
- Install:
-
4.1.2 Write unit tests
- Test hooks: useVoice, useBoard, useScreenshot
- Test utilities: action-executor, api, camera-sync
- Target: 60% code coverage
-
4.1.3 Write component tests
- Test: VoiceOrb, TextNode, ImageNode
- Test: CanvasRoot integration
- Mock external dependencies
-
4.1.4 Set up E2E tests
- Install:
bun add -d playwright - Test critical flows: create node, voice command, AI execution
- Run in CI/CD pipeline
- Install:
- ✅ 60% unit test coverage
- ✅ All critical components tested
- ✅ E2E tests passing
- ✅ Tests run in CI/CD
Status: ❌ 0%
Priority: 🟢 LOW
Effort: Medium (3-4 days)
-
4.2.1 Add mobile breakpoints
- File:
web/app/globals.scss - Define breakpoints: mobile (< 768px), tablet (768-1024px)
- Use CSS Grid for responsive layouts
- File:
-
4.2.2 Mobile-optimize canvas
- Hide SidePanel on mobile (hamburger menu)
- Make TopBar sticky
- Add touch gesture support for React Flow
-
4.2.3 Mobile-optimize VoiceOrb
- Larger touch target (80x80px)
- Bottom-center position on mobile
- Full-screen transcript view
-
4.2.4 Test on real devices
- iPhone, Android, iPad
- Safari, Chrome mobile
- Fix touch/gesture issues
- ✅ App usable on mobile devices
- ✅ No horizontal scrolling
- ✅ Touch gestures work smoothly
- ✅ VoiceOrb accessible on small screens
Status: ❌ 0%
Priority: 🟢 LOW
Effort: Medium (2-3 days)
-
4.3.1 Add React.memo to expensive components
- CanvasRoot, NodeRenderer, EdgeRenderer
- Prevent unnecessary re-renders
-
4.3.2 Optimize React Flow rendering
- Use
nodesDraggable={false}for large graphs - Implement virtual scrolling for 100+ nodes
- Debounce position updates
- Use
-
4.3.3 Lazy load components
- Code-split Excalidraw component
- Code-split TLDraw component
- Use Next.js dynamic imports
-
4.3.4 Add performance monitoring
- Install:
bun add web-vitals - Track LCP, FID, CLS metrics
- Send to analytics
- Install:
- ✅ Lighthouse score > 90
- ✅ No jank when dragging 50+ nodes
- ✅ Bundle size < 500KB (gzipped)
- ✅ First paint < 1.5 seconds
Status: ❌ 0%
Priority: 🟢 LOW
Effort: Medium (3-4 days)
-
4.4.1 Migrate to CSS modules or styled-components
- Create component-scoped styles
- Remove inline styles
- Better type safety
-
4.4.2 Create design tokens
- File:
web/styles/tokens.scss - Define colors, spacing, typography
- Use CSS variables
- File:
-
4.4.3 Add Tailwind CSS (optional)
- Install:
bun add -D tailwindcss - Configure:
tailwind.config.js - Migrate inline styles to Tailwind classes
- Install:
- ✅ No inline styles in components
- ✅ Consistent design system
- ✅ Easy to theme/customize
-
Remove Zustand Store or Make It Authoritative
- Current state: Write-only, never read
- Risk: Confusion for future developers
- Fix: Choose one source of truth (Stage 2.3)
-
TypeScript Deprecation Warnings
- Files:
backend/tsconfig.json,web/tsconfig.json - Issue:
moduleResolution: "Node"andbaseUrldeprecated - Fix: Update to modern config or add
ignoreDeprecations
- Files:
-
Backend Gemini Service Stub
- File:
backend/src/services/gemini.service.ts - Current: Returns hardcoded actions
- Fix: Implement real Vertex AI integration (Stage 2.2)
- File:
-
No TypeScript Types for Backend Responses
- Risk: Runtime errors from API changes
- Fix: Add Zod validation (Stage 1.3)
-
Screenshot Size Issues
- Risk: Large payloads slow down API calls
- Fix: Add compression (Stage 2.1)
-
No Logging/Monitoring
- Risk: Can't debug production issues
- Fix: Add Sentry or LogRocket (Stage 4)
-
Inline Styles Everywhere
- Maintainability: Hard to change theme
- Fix: CSS modules or Tailwind (Stage 4.4)
-
No Git Hooks or Pre-commit Checks
- Risk: Broken code pushed to main
- Fix: Add Husky + lint-staged
| Risk | Impact | Probability | Mitigation |
|---|---|---|---|
| API failures break app | High | High | Add error handling (Stage 1.1) |
| AI doesn't execute actions | High | Medium | Already mitigated (ActionExecutor complete) |
| Voice doesn't work on Safari | High | Medium | Already handled (feature detection in useVoice) |
| No auth = data exposure | Critical | High | Add authentication (Stage 3.1) |
| Risk | Impact | Probability | Mitigation |
|---|---|---|---|
| Screenshot fails silently | Medium | High | Add error handling (Stage 2.1) |
| State desync causes data loss | High | Medium | Fix Zustand pattern (Stage 2.3) |
| Large canvases crash browser | Medium | Medium | Add size limits + optimization (Stage 2.1) |
| Concurrent edits corrupt data | High | Low | Add Firestore sync (Stage 3.2) |
| Risk | Impact | Probability | Mitigation |
|---|---|---|---|
| Poor mobile experience | Medium | High | Add responsive design (Stage 4.2) |
| Slow performance at scale | Medium | Medium | Optimize rendering (Stage 4.3) |
| No tests = regression bugs | Medium | High | Add testing (Stage 4.1) |
- ✅ 0 unhandled errors in production
- ✅ Voice commands execute AI actions
- ✅ Users can trigger AI from UI button
- ✅ All API responses validated
- ✅ Screenshot success rate > 95%
- ✅ AI response time < 3 seconds
- ✅ No state desyncs reported
- ✅ UI polish score > 4/5 (user feedback)
- ✅ 100% of boards in Firestore
- ✅ Auth flow conversion rate > 80%
- ✅ Real-time sync working
- ✅ Zero data loss incidents
- ✅ Test coverage > 60%
- ✅ Lighthouse score > 90
- ✅ Mobile usability score > 4/5
- ✅ Production ready for launch
- Action Executor (all 9 action types)
- Web Speech API integration
- LocalStorage persistence
- Hybrid canvas rendering
- Camera synchronization
- Node types (Text, Image)
- Basic VoiceOrb UI
- Screenshot capture (basic)
- API client setup
- Stage 1: Error handling, Voice-AI integration, API validation, SidePanel controls
- Stage 2: Screenshot optimization, Backend Gemini integration, Store sync fix
- Stage 3: Authentication, Firestore persistence
- Stage 4: Testing, Responsive design, Performance
- Error handling (add try/catch everywhere)
- Backend (replace stub with real Gemini)
- Store pattern (fix or remove Zustand)
- UI polish (loading states, themes)
| Stage | Duration | Dependencies | Start Condition |
|---|---|---|---|
| Stage 1 | 1-2 weeks | None | Immediately |
| Stage 2 | 1-2 weeks | Stage 1 complete | Error handling done |
| Stage 3 | 2-3 weeks | Stage 2 complete | Backend AI working |
| Stage 4 | 2-3 weeks | Stage 3 complete | Auth + Firestore done |
Total Timeline: 6-10 weeks to production-ready
MVP Timeline: 2-3 weeks (Stage 1 + partial Stage 2)
- ✅ Complete this implementation plan
- ❌ Implement error boundaries (1.1.1)
- ❌ Add try/catch to API calls (1.1.2)
- ❌ Connect voice transcript to AI (1.2.1)
- ❌ Add "Run AI Planner" button to SidePanel (1.4.1)
- ❌ Implement backend Gemini integration (2.2.1)
- ❌ Add API response validation (1.3)
- ❌ Optimize screenshot system (2.1)
- ❌ UI polish pass (2.4)
- ❌ Add authentication (3.1)
- ❌ Implement Firestore sync (3.2)
- ❌ Begin testing (4.1)
Document Version: 1.0
Last Updated: March 4, 2026
Maintained By: Development Team
Review Frequency: Weekly during active development