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The technical design of the proposed system is organized around a modular agent-based architecture that enables structured decomposition of the refactoring process into dedicated components. Each agent Analyzer, Refactor, Refine, and Fixer is encapsulated in its own Python class, ensuring separation of concerns, modularity, and testability (De Smedt & Daelemans, 2012).
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