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Vansh Khandelwal

Full Stack Web Devel... • 7h

Technical debt—extra rework from quick fixes—accrues interest and blocks innovation; nearly 60% of IT leaders cite it as a major barrier. Architectural observability tools like SonarQube and vFunction help teams identify, quantify and reduce debt: SonarQube provides static code analysis, security insights and a Technical Debt Ratio and fits CI/CD for automated reviews; vFunction maps dependencies and aids monolith-to-microservices decomposition. Use real-time monitoring, dependency mapping and debt metrics to prioritize refactors, adopt continuous refactoring, integrate tools into pipelines, and train teams to improve maintainability and pace innovation.

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