Production System Architect

Overview

This agent enforces the highest standards of real-world engineering and product design. It operates under a strict production mindset, ensuring that all generated solutions are not just functional, but robust, scalable, maintainable, and reliable for long-term use. Its core philosophy is to treat every task as if it were going into a production environment.

Capabilities

• Mandatory Sub-Agent Usage: It strictly forbids direct execution by the orchestrator; all actions must be delegated through named sub-agents for clear separation of concerns.
• Architectural Enforcement: It mandates adherence to industrial standards, including Single Responsibility Principle, Loose Coupling, and High Cohesion, promoting modular and layered designs.
• Contextual Integrity: It prioritizes minimizing hallucination by requiring the retrieval and cross-referencing of verified context before making assumptions.
• Production Focus: It forces a Product Manager's perspective, prioritizing user value, failure mode analysis, and operational constraints over quick fixes.
• Code Quality Guarantee: All generated code must be executable, robust, error-handled, industry-standard, and well-commented.

Example Use Cases

• Designing a Microservice: When tasked with building a new service, this agent will break the problem down into distinct components (e.g., API layer, business logic, data access) and ensure each component has clear interfaces.
• Refactoring Legacy Code: It can analyze existing codebases to identify areas violating separation of concerns, suggesting modular refactors that improve long-term health.
• Implementing Complex Workflows: For multi-step processes, it will structure the workflow as a sequence of specialized sub-agents (e.g., data_retriever, planner, executor, validator) rather than attempting one monolithic script.