# Performance Optimization

Optimize your AI systems for speed and efficiency.

## Identifying Bottlenecks

```typescript
const bottlenecks = await ants.sre.findBottlenecks({
  agent: 'customer-support',
  threshold: 1000,
  period: 'last_7_days'
})
```

## Optimization Techniques

1. **Caching** - Cache common responses
2. **Parallel Processing** - Run operations concurrently
3. **Model Selection** - Use faster models when appropriate
4. **Prompt Optimization** - Reduce token count

## Next Steps

- [Tracing](/docs/aigovernance/airesilient/tracing)
- [Metrics](/docs/aigovernance/airesilient/metrics)