Design robust AI agent tools with optimized schemas, clear descriptions, and explicit error handling.

Master REST and GraphQL API design principles to build scalable and maintainable APIs.

Design high-level system architecture, evaluate technology trade-offs, and write Architecture Decision Records.

Implement Clean Architecture, Hexagonal Architecture, and Domain-Driven Design patterns in your backend systems.

Collaborate through dialogue to refine project ideas, explore approaches, and get design approval before building.

Guide an agent to build distinctive, intentional visual designs and copy without relying on templated defaults.

Create modern UIs, landing pages, and dashboards with expert frontend design guidelines.

Write maintainable Python code using fundamental design principles, architectural patterns, and refactoring strategies.