Worked on enhancing the IPMI sensor discovery process in the librenms/librenms repository, focusing on improving robustness and reliability. The approach involved implementing comprehensive error handling for both ipmitool and freeipmi, introducing multi-type probing to accommodate various IPMI interfaces, and adding detailed error logging to improve observability and triage. By ensuring that sensor discovery continues gracefully despite interface-specific failures, the changes reduced monitoring outages and improved hardware health coverage. The work demonstrated strong skills in device discovery, error handling, and system administration, utilizing PHP to maintain and extend the Librenms codebase while addressing real-world monitoring challenges.