Black & White Path
Jul 24, 2026 · Information Security
How an AI‑Powered Loop Hunt Discovered Over 200 Real Bugs in Six Months
A security researcher turned his traditional manual code‑review process into a continuous AI‑driven loop, building the raptor‑loop‑hunt Claude skill that automatically generates, validates, and records vulnerabilities, ultimately uncovering more than 200 confirmed bugs across dozens of real codebases in half a year.
AI securityClaude Codeadversarial verification
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