📊 Monitoring¶

Comprehensive monitoring and observability for your workflows.

Overview¶

Built-in monitoring capabilities:

📈 Metrics collection
📊 Dashboard visualization
⚠️ Alerting
🔍 Distributed tracing

Features¶

Metrics¶

Automatic collection of workflow metrics: - Execution time - Success/failure rates - Resource usage - Task dependencies

Web Dashboard¶

Real-time visualization: - Workflow status - Task progress - Agent health - System metrics

Alerting¶

Configurable alerts:

workflow.define("monitored_workflow", {
    monitoring = {
        alerts = {
            on_failure = true,
            on_slow_execution = { threshold = "10m" },
            channels = ["slack", "email"]
        }
    }
})

Integration¶

Works with popular monitoring tools: - Prometheus - Grafana - Datadog - New Relic