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Addressing technical debt in Salesforce systems within the US market demands a strategic and proactive strategy. Companies face unique challenges stemming from rapid growth, evolving regulatory needs, and the rapid technological landscape. A successful reduction strategy should prioritize automation to streamline processes, boost code quality, and