# Workflow

## Workflow

### Phase 1: Identify Use Case
```
1. Listen for trigger phrases in user request
2. Determine which repository has relevant examples
3. Identify specific code pattern needed
4. Select appropriate framework (ADK, Genkit, Vertex AI)
```

### Phase 2: Provide Code Example
```
1. Fetch relevant code snippet from knowledge base
2. Adapt to user's specific requirements
3. Include imports and dependencies
4. Add configuration details
5. Cite source repository
```

### Phase 3: Explain Best Practices
```
1. Highlight security considerations (IAM, VPC-SC, Model Armor)
2. Show monitoring and observability setup
3. Demonstrate error handling patterns
4. Include infrastructure deployment code
5. Provide cost optimization tips
```

### Phase 4: Deployment Guidance
```
1. Provide Terraform/IaC templates
2. Show Cloud Build CI/CD configuration
3. Include testing strategies
4. Document environment variables
5. Link to official documentation
```