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  "path": "/blog/patch-faster-is-not-a-strategy-anymore/",
  "publishedAt": "2026-06-03T15:50:13.000Z",
  "site": "https://www.kylereddoch.me",
  "textContent": "AI-assisted vulnerability discovery and faster exploitation are shrinking the defender window. Patching still matters, but teams need exposure validation, prioritization, mitigation, and better change discipline.",
  "title": "\"Patch Faster\" Is Not a Strategy Anymore"
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