Recent research have explored the suitability of laser ablation techniques for removing coatings layers and oxide accumulation on multiple ferrous materials. This benchmarking work particularly compares femtosecond pulsed ablation with extended waveform methods regarding layer cleansing efficiency, material texture, and heat impact. Early results r