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This skill provides developers with three proven architectural patterns—Monolith, Service Layer, and Microservice—specifically optimized for Exa integrations. It helps teams avoid over-engineering or performance bottlenecks by offering a structured decision matrix based on team size, daily active users (DAU), and SLA requirements. Each variant includes detailed directory layouts, TypeScript code patterns, and specific implementation strategies for caching, error handling, and asynchronous processing, ensuring your Exa-powered application scales smoothly from prototype to production.