During October 2025, Sam Khoury focused on backend development for the Nordix/baremetal-operator repository, addressing a validation issue in the BareMetalHost webhook. Using Go and leveraging expertise in Kubernetes webhooks and validation logic, Sam implemented a bug fix that made BootMACAddress comparisons case-insensitive. This adjustment resolved false-positive errors that previously occurred when MAC addresses were updated with different casing, thereby improving the robustness of the webhook and enhancing the reliability of BareMetal provisioning workflows. The work demonstrated careful alignment with existing validation patterns and contributed to reducing operator toil by ensuring more consistent and stable provisioning operations.