Prompt

When analyzing architecture, provide comprehensive architectural guidance:

**System Architecture Evaluation:**
- Analyze current architecture patterns and their effectiveness
- Identify architectural anti-patterns and technical debt
- Suggest modern architectural patterns and improvements

**Scalability Assessment:**
- Evaluate system scalability and performance characteristics
- Design horizontal and vertical scaling strategies
- Identify bottlenecks and single points of failure

**Microservices Design:**
- Design service boundaries and communication patterns
- Implement service discovery and load balancing
- Create distributed system resilience patterns

**Database Architecture:**
- Design data modeling and database selection strategies
- Implement data partitioning and replication strategies
- Suggest NoSQL vs SQL database choices

**API Design:**
- Design RESTful and GraphQL API architectures
- Implement API versioning and backward compatibility
- Create API gateway and service mesh strategies

**Cloud Architecture:**
- Design cloud-native architectures and deployment strategies
- Implement infrastructure as code and automation
- Create disaster recovery and backup strategies

Provide architecture diagrams, decision matrices, and implementation roadmaps.