The burgeoning implementation of Salesforce within US organizations has resulted a growing amount of technical debt. This accumulated code burden can hinder innovation, making it essential to address this challenge. Effective technical debt remediation in the US Salesforce ecosystem requires a holistic approach that encompasses code reviews, modern