Bug Bounty Alternatives: What AI Security Testing Replaces, and What It Doesn't

A Borg analysis of when AI-driven continuous security testing can replace a bug bounty program, and when it cannot. Bounties uniquely buy attacker diversity and pay only for findings, while continuous testing provides bounded, repeatable coverage; the two are complements more than substitutes.

This coverage gives security teams current context for monitoring, validation, and remediation.