- Frontend: React 18+ with TypeScript, Vite for build tooling
- State Management: Redux Toolkit or Zustand for global state
- API Layer: GraphQL with Apollo Client
- Backend: Node.js with GraphQL (Apollo Server) or Python with Strawberry
- Database: PostgreSQL with Redis for caching
- File Storage: AWS S3 or similar with CDN
- Real-time: GraphQL subscriptions or WebSocket connections
Requirements:
- JWT-based authentication with refresh tokens
- Role-based access control (Admin, Producer, Creator, Reviewer)
- Multi-tenant support (different production companies)
Technical Implementation:
- Custom React hooks for auth state (
useAuth
,usePermissions
) - Protected route wrapper components
- GraphQL context with user permissions
- Database: Users, Roles, Permissions junction tables
Key Components:
interface User {
id: string;
email: string;
roles: Role[];
tenantId: string;
lastActive: Date;
}
interface Permission {
resource: 'project' | 'asset' | 'review';
action: 'create' | 'read' | 'update' | 'delete' | 'approve';
}
Requirements:
- Kanban-style project boards with custom workflows
- Drag-and-drop task management
- Gantt chart timeline view
- Resource allocation and capacity planning
- Automated status transitions based on approvals
Technical Implementation:
- React DnD library for drag-and-drop
- Custom hook for project state management
- GraphQL mutations with optimistic updates
- Real-time sync across all connected clients
- Caching strategy for project data
Data Models:
interface Project {
id: string;
title: string;
type: 'series' | 'film' | 'documentary';
status: ProjectStatus;
stages: Stage[];
assignees: User[];
timeline: ProjectTimeline;
budget: Budget;
createdAt: Date;
updatedAt: Date;
}
interface Stage {
id: string;
name: string;
order: number;
tasks: Task[];
requirements: StageRequirement[];
estimatedDuration: number;
}
Requirements:
- Upload support for multiple file types (video, images, documents, scripts)
- Chunked upload with resume capability for large files
- Automatic thumbnail/preview generation
- Version control with diff viewing
- Advanced search with filters and tagging
- Batch operations (upload, download, approve)
Technical Implementation:
- File upload with progress tracking using axios or fetch
- Preview generation using canvas API for images, video thumbnails
- Search implementation with Elasticsearch or database full-text search
- Virtual scrolling for large asset lists
- Lazy loading with intersection observer
Performance Considerations:
- Image optimization and multiple resolutions
- CDN integration for global asset delivery
- Metadata indexing for fast search
- Pagination with cursor-based navigation
interface Asset {
id: string;
filename: string;
originalName: string;
mimeType: string;
size: number;
url: string;
thumbnails: AssetThumbnail[];
versions: AssetVersion[];
metadata: AssetMetadata;
tags: string[];
projectId: string;
uploadedBy: string;
createdAt: Date;
}
interface AssetVersion {
id: string;
versionNumber: number;
changes: string;
url: string;
createdBy: string;
createdAt: Date;
}
Requirements:
- Threaded commenting system on assets
- Time-stamped annotations for video/audio files
- Approval chains with multiple reviewers
- Email notifications and in-app notifications
- Review assignment and deadline tracking
- Compare versions side-by-side
Technical Implementation:
- Real-time comments using GraphQL subscriptions
- Canvas overlay for image annotations
- Video player with timestamp markers
- Notification system with email integration
- State machine for approval workflows
interface Review {
id: string;
assetId: string;
status: 'pending' | 'approved' | 'rejected' | 'needs_changes';
reviewers: ReviewAssignment[];
comments: Comment[];
deadline: Date;
approvalChain: ApprovalStep[];
}
interface Comment {
id: string;
content: string;
timestamp?: number; // for video/audio
coordinates?: { x: number; y: number }; // for images
author: User;
replies: Comment[];
createdAt: Date;
}
Requirements:
- Real-time project health metrics
- Resource utilization charts
- Timeline vs actual completion tracking
- Bottleneck identification
- Custom report generation
- Export capabilities (PDF, Excel)
Technical Implementation:
- Chart.js or D3.js for data visualization
- Real-time data updates via WebSocket or polling
- Aggregation queries for performance
- PDF generation using libraries like jsPDF
- Caching layer for expensive calculations
- Bundle Size: Main bundle < 500KB gzipped
- Code Splitting: Route-based and component-based lazy loading
- Caching: Implement proper cache headers and service worker
- Virtual Scrolling: For lists with 1000+ items
- Image Optimization: WebP format with fallbacks, lazy loading
- API Response Time: < 200ms for 95% of queries
- File Upload: Support files up to 5GB with resumable uploads
- Concurrent Users: Support 500+ simultaneous users
- Database: Proper indexing, query optimization, connection pooling
- Caching: Redis for session data, GraphQL query caching
- Frontend: Sentry or similar for React error boundaries
- Backend: Structured logging with correlation IDs
- User action tracking for debugging
- Performance monitoring with Web Vitals
- Application metrics (response times, error rates)
- Business metrics (project completion rates, review turnaround)
- Infrastructure monitoring (CPU, memory, database performance)
- Custom dashboards in Grafana or similar
- Docker containers for consistent local development
- Database seeding scripts with realistic test data
- Mock services for external dependencies
- Hot reloading for both frontend and backend
- Unit Tests: 80%+ coverage for business logic
- Integration Tests: API endpoints and database interactions
- E2E Tests: Critical user workflows with Playwright or Cypress
- Performance Tests: Load testing with k6 or Artillery
- Automated testing on pull requests
- Preview deployments for feature branches
- Blue-green deployment strategy
- Database migration automation
- Feature flags for gradual rollouts
- Input validation and sanitization
- SQL injection prevention
- XSS protection with CSP headers
- File upload security (virus scanning, type validation)
- Rate limiting on API endpoints
- Audit logging for sensitive operations
- Mobile-responsive design
- Offline capability for viewing assets
- Keyboard shortcuts for power users
- Dark mode support
- Integration with external tools (Slack, Jira)
- AI-powered asset tagging and search
- Advanced analytics with predictive insights
- Multi-language support
- User Adoption: 90% of team members active weekly
- Performance: Page load times under 2 seconds
- Reliability: 99.9% uptime
- User Satisfaction: NPS score > 50