- Real-time status bar at bottom of Freepik nodes showing:
- Current status (Ready, Processing, Completed, Error, Cached)
- Elapsed time during processing
- Estimated and actual API costs
- Seed system with control_after_generate to prevent duplicate API calls
- Confirmation dialog before expensive API operations (optional)
- WebSocket events for real-time frontend updates
- Cache system using seed + parameters hash
Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>