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      <title>AI Security Gate: Enforcing Deterministic Rules</title>
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      <author>AI Agents News Editorial</author>
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      <description>Enforce deterministic security before code enters repos. This layer validates 28+ entity types to block secrets in AI-generated artifacts.</description>
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