Realtime Task Monitoring

Subscribe to background task execution in real-time from frontend and backend applications.

Use Cases

• Progress Indicators — show live progress bars for long-running operations
• Live Dashboards — monitor task health, throughput, and error rates
• Streaming AI Responses — display LLM output as it's generated
• Status Updates — notify users when their requested operation completes

Integration Patterns

Frontend (React)

Use hooks to subscribe to task runs and display status, progress, and output in real-time.

Backend

Subscribe to task events for orchestrating dependent workflows, triggering notifications, or updating database records.

Best Practices

• Handle connection drops gracefully with automatic reconnection
• Show meaningful progress messages, not just percentages
• Debounce rapid status updates to avoid UI flickering