She rebuilt the brute-force engine in PHP, swapping naive loops for a generator that fed intelligent candidates from a Markov model trained on her old password dumps. She offloaded expensive dictionary checks to a lightweight Redis queue and added a tiny HTTP endpoint so her phone could poke the server and ask, "Still working?" at 3 a.m. when insomnia struck.