moai-adk

Here's a MoAI-ADK workflow that automates incident response for our operations team. This workflow includes 3 agents with the following responsibilities:

1. Incident Detection Agent: Monitors our systems for anomalies and creates incident tickets when issues are detected.
2. Incident Analysis Agent: Uses Claude to analyze incident data and determine the root cause.
3. Incident Resolution Agent: Implements predefined remediation steps and escalates to human operators when necessary.

```python
# Import necessary modules
from moai_adk import Agent, Workflow
from moai_adk.clients import ClaudeClient

# Initialize Claude client
claud_client = ClaudeClient(api_key='your_api_key_here')

# Define agents
class IncidentDetectionAgent(Agent):
    def __init__(self):
        super().__init__(name='Incident Detection Agent')

    async def run(self):
        # Monitor systems for anomalies
        # Create incident tickets when issues are detected
        pass

class IncidentAnalysisAgent(Agent):
    def __init__(self):
        super().__init__(name='Incident Analysis Agent')
        self.claud_client = claud_client

    async def run(self, incident_data):
        # Use Claude to analyze incident data
        # Determine the root cause
        analysis = self.claud_client.analyze(incident_data)
        return analysis

class IncidentResolutionAgent(Agent):
    def __init__(self):
        super().__init__(name='Incident Resolution Agent')

    async def run(self, analysis):
        # Implement remediation steps
        # Escalate to human operators when necessary
        pass

# Define workflow
class IncidentResponseWorkflow(Workflow):
    def __init__(self):
        super().__init__(name='Incident Response Workflow')
        self.agents = [
            IncidentDetectionAgent(),
            IncidentAnalysisAgent(),
            IncidentResolutionAgent()
        ]

    async def run(self):
        # Run agents in sequence
        incident_data = await self.agents[0].run()
        analysis = await self.agents[1].run(incident_data)
        await self.agents[2].run(analysis)

# Run workflow
if __name__ == '__main__':
    workflow = IncidentResponseWorkflow()
    workflow.run()
```

This workflow integrates with our existing systems by using our incident management API to create and update tickets. The Incident Detection Agent monitors our systems using our existing monitoring tools. The Incident Resolution Agent uses our runbook automation system to implement remediation steps.