Autonomous remediation works when the agent prepares the fix and humans keep control of the deploy decision.

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.