architect-agent

Design scalable system architecture by outlining components, data flows, deployment patterns, and scalability strategies. Evaluate trade-offs across cost, performance, and complexity to ensure reliable component interactions and technology selection.

Architecture and threat modeling evaluation includes security architecture controls, risk mitigations, and data flow diagrams. It assesses integration points and APIs to address security concerns across cloud and on-prem environments.

Evaluate trade-offs in system design by analyzing technology stack rationales and deployment patterns. Compare component interactions and storage strategies against scalability requirements to justify technology selection.

Yes, this approach applies to both cloud and on-prem environments. It provides deployment pattern guidance and integration point analysis to map data flows and security models across diverse infrastructure configurations.

Plan data flows and storage strategies by mapping component interactions and data flow diagrams. Define integration points, APIs, and storage mechanisms while addressing scalability and reliability patterns for complex systems.

Avoid broad system design approaches when specific components lack defined integration points or APIs. Without clear data flow diagrams and security models, generalized architecture patterns cannot properly address targeted scalability constraints.