i used codex to help with implementation while i worked through socle’s screens and tested the main flows. that testing uncovered bugs in a feature i thought was already finished, so i went back, fixed them, and checked it again. i also cleaned up the surrounding ui and interactions. it was a reminder that finishing the code isn’t the same as finishing the experience, and there’s still more to catch before opening it to more testers.