The burgeoning implementation of Salesforce within US organizations has resulted a growing extent of technical debt. This built-up code burden can impede innovation, making it crucial to mitigate this issue. Effective technical debt remediation in the US Salesforce ecosystem requires a strategic approach that encompasses code reviews, modernization