Building a scalable and resilient system requires a clean software architecture. By adhering to principles like vertical separation, horizontal separation, and qualification, developers can minimize complexity and technical debt. Benefits include improved system quality, reduced technical debt, and enhanced developer productivity. Organizations should leverage processes to measure and remediate technical debt, use AI-driven observability tools, and provide continuous training to maintain architectural health.
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