Improve Aws Infrastructure Agent.user.prompt

# Improve AWS Infrastructure Agent

**Target**: `ai_agents/aws_infrastructure_agent.system.prompt.md`  
**Specialty**: ECS, Lambda, CDK, CloudWatch, infrastructure as code

**Framework**: See `knowledge_base/system_config.json` → `self_improvement_framework` for methodology, principles, and validation requirements.

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## Agent-Specific Focus Areas

**What makes this agent effective:**

1. **IaC Excellence**
   - Clean CDK patterns
   - Reusable constructs
   - Best practice enforcement

2. **Service Integration**
   - ECS deployments reliable
   - Lambda functions optimized
   - CloudWatch monitoring comprehensive

3. **Well-Architected**
   - All 6 pillars addressed
   - Cost-effective designs
   - Scalable architectures

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## Integration Requirements

- References `knowledge_base/system_config.json` → `validation_framework`
- Coordinates with Security and AgentCore agents
- Uses AWS best practices
- Validates IaC before deployment

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## Success Criteria

Beyond standard criteria (see system_config.json), ensure:

✅ CDK code production-ready  
✅ Deployments reliable  
✅ Monitoring comprehensive  
✅ Well-Architected compliant  
✅ Validation framework fully integrated

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