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@stevebrownlee
Created June 12, 2025 22:03
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Content Production Dashboard - Technical Requirements

Architecture Overview

  • 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

Core Features & Technical Implementation

1. Authentication & Authorization System

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';
}

2. Project Management System

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;
}

3. Asset Management Library

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;
}

4. Review & Approval Workflow

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;
}

5. Analytics & Reporting Dashboard

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

Performance Requirements

Frontend Performance

  • 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

Backend Performance

  • 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

Observability & Monitoring

Error Tracking

  • Frontend: Sentry or similar for React error boundaries
  • Backend: Structured logging with correlation IDs
  • User action tracking for debugging
  • Performance monitoring with Web Vitals

Metrics & Alerting

  • 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

Development & Deployment

Development Environment

  • 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

Testing Strategy

  • 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

CI/CD Pipeline

  • Automated testing on pull requests
  • Preview deployments for feature branches
  • Blue-green deployment strategy
  • Database migration automation
  • Feature flags for gradual rollouts

Security Requirements

  • 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

Progressive Enhancement Features

Phase 1 Additions

  • Mobile-responsive design
  • Offline capability for viewing assets
  • Keyboard shortcuts for power users
  • Dark mode support

Phase 2 Additions

  • Integration with external tools (Slack, Jira)
  • AI-powered asset tagging and search
  • Advanced analytics with predictive insights
  • Multi-language support

Success Metrics

  • User Adoption: 90% of team members active weekly
  • Performance: Page load times under 2 seconds
  • Reliability: 99.9% uptime
  • User Satisfaction: NPS score > 50
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