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# Example Use Cases
## Investigating Pod Failures
```bash
sre-agent --prompt "Our database pods are crash looping in production"
```
The agents collaborate to check pod status, analyze events, examine memory usage trends, and provide remediation steps.
## Diagnosing Performance Issues
```bash
sre-agent --prompt "API response times have degraded 3x in the last hour"
```
The system correlates metrics across multiple dimensions to identify latency sources and configuration issues.
## Interactive Troubleshooting Session
```bash
sre-agent --interactive
👤 You: We're seeing intermittent 502 errors from the payment service
🤖 Multi-Agent System: Investigating intermittent 502 errors...
👤 You: What's causing the queue buildup?
🤖 Multi-Agent System: Analyzing payment queue patterns...
```
Interactive mode allows multi-turn conversations for complex investigations.
## Proactive Monitoring
```bash
# Morning health check
sre-agent --prompt "Perform a comprehensive health check of all production services"
# Capacity planning
sre-agent --prompt "Analyze resource utilization trends and predict when we'll need to scale"
# Security audit
sre-agent --prompt "Check for any suspicious patterns in authentication logs"
```
Examples of proactive monitoring and health check queries.