aiox-architect

System architecture planning applies persona-guided reasoning to map unclear PRDs into structured technical designs. It shapes end-to-end architectures while defining security boundaries, integration patterns, and performance optimizations for new builds and brownfield changes.

The best way to design REST, GraphQL, tRPC, and WebSocket APIs is through structured architectural planning that defines interface shapes alongside authentication and authorization boundaries. This yields cohesive API designs integrated directly into your broader system security architecture.

Yes, you can use architecture planning for brownfield changes and incremental redesigns. The process applies to layer-specific scopes, allowing you to focus on backend or frontend modifications while maintaining coherent integration patterns and performance optimization across existing systems.

Performance optimization and deployment strategy in system design are handled by mapping cross-cutting non-functional requirements into the technical blueprint. The architectural plan explicitly highlights key performance decisions and defines the deployment approach within the final implementation context.

No, system architecture generation does not include database design and git operations. The architectural planning process explicitly delegates database design and git operations to specialized agents, focusing instead on API design, security boundaries, and infrastructure scope.