This article is a re-publication of Rei-AIOS Paper 121 for the dev.to community. The canonical version with full reference list is in the permanent archives below: Zenodo (DOI, canonical): https://doi.org/10.5281/zenodo.19656525 Internet Archive: https://archive.org/details/rei-aios-paper-121-1776648069075 Harvard Dataverse: https://doi.org/10.7910/DVN/KC56RY GitHub source (private): http