Works inside code review: spots the security bug, writes the fix, and opens the merge request — no human needed.
Plenty of tools stop at finding the vulnerability. What likely set this one apart is that it closes the loop — detect, patch, open the merge request — and lands its output inside the workflow developers already live in, so nothing new has to be adopted and review-and-merge remains the human checkpoint. Building directly on the host platform's core surface, rather than beside it, is the kind of depth that reads well for a grand prize.
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