When the Safety System Becomes the Threat Model: A Case Study in Classifier Drift

Field notes from 43 hours of legitimate security research, 35 false-positive blocks, and one support form. The setup I do authorized bug bounty work and CTF practice. My toolchain is unremarkable by d