Observability Dashboard Builder

As a Lead AI Engineer, design observability dashboards for our ML system.

## System Components
{{system_components}}

## Key Metrics
{{key_metrics}}

## Alerting Requirements
{{alerting_requirements}}

Create dashboard specifications for:

### Dashboard 1: Real-time Operations
- Metrics to display
- Visualization types
- Refresh intervals

### Dashboard 2: Performance Analysis
- Latency breakdowns
- Throughput trends
- Error rates

### Dashboard 3: Cost Monitoring
- Token usage
- API costs
- Resource utilization

Provide Grafana/Datadog JSON configurations where applicable.