Developed a configurable Audit Connector Exclusion feature for the LMCache/LMCache repository, enabling selective omission of specified commands from the audit trail based on a configuration file. Leveraging Python and backend development skills, the solution dynamically parsed a list of commands from configuration and replaced corresponding methods on the real connector at runtime. This approach allowed for future adjustments without code changes, supporting evolving privacy and compliance requirements. By reducing unnecessary audit log entries for non-critical operations, the work decreased log storage and processing overhead while maintaining traceability for essential actions. System configuration expertise ensured minimal code surface and easy rollback.