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DINOv2 AI image detector tested on 19 real-world corruptions, not just clean data. Caught and fixed a data shortcut causing a fake score. Added FFT forensics, raised worst-case AUROC from 0.82 to 0.88
Authentic autonomous microservices orchestrator.
Turn any codebase into a full agile project plan instantly. Reads your repo, generates personas, epics, stories & sprints grounded in real code. One YAML file. Zero setup.
This is a pull request template that I created for a colleagues project.
