Cantina / Bug bounties, AI & operations
Leading bug bounties at Cantina.
I lead bug bounties at Cantina, where the platform hosts programs for 50+ clients. I also work on AI workflows and operations: I write the operating procedures, then build the AI triage systems and internal agents that carry them out.
Inside the work
The work. Own programs from scoping and rule design through researcher coordination, client communication, and payout decisions.
What I build. AI triage systems and agents for intake, reporting, and coordination, alongside the operating procedures they follow.
Where judgment stays human. Make the final call on whether a finding is valid, how severe it is, and whether it duplicates another report.
Professional backgroundA clearer path through the work
- IntakeGather the context
- TriageApply clear criteria
- Human reviewResolve what needs judgment
- Move forwardAssign the next action

