{
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  "type": "post",
  "slug": "capital-one-vulnhunter-attacker-first-security-agent",
  "title": "Capital One's VulnHunter Points AI at Real Attack Paths",
  "description": "Capital One's VulnHunter shows a useful shift in AI security tooling: an agent should connect a fix to a reproducible attack path, not only generate a diff.",
  "status": "published",
  "published_at": "2026-07-21",
  "topics": [
    "security",
    "code-agents",
    "vulnerability-management"
  ],
  "source_urls": [
    "https://medium.com/capital-one-tech/announcing-vulnhunter-ce9784834ca9"
  ],
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