Noise reduction should not mean fewer findings. It should mean stronger evidence.

What changed

The security operating model is being compressed by faster adversaries, larger attack surfaces, and AI-assisted development. Teams need evidence that a finding is exploitable, clear ownership for the fix, and a workflow that keeps humans in control while agents handle the repetitive investigation work.

Agent Bounty’s approach is simple: find the exposure, prove the path, and prepare the fix with enough context for teams to act confidently.