The burgeoning utilization of Salesforce within US corporations has resulted a growing extent of technical debt. This aggregated code burden can hinder development, making it essential to mitigate this issue. Effective technical debt remediation in the US Salesforce ecosystem requires a holistic approach that encompasses code reviews, modernization