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  "path": "/giving-ai-agents-the-keys-to-real-infrastructure/",
  "publishedAt": "2026-04-02T14:03:51.000Z",
  "site": "https://devops.com",
  "tags": [
    "Video Interviews",
    "agentic AI",
    "AI coding",
    "Crafting.dev",
    "devops"
  ],
  "textContent": "AI coding assistants can generate pull requests faster than most teams can review them, and that mismatch is creating a new kind of bottleneck across engineering organizations. The volume of AI-generated code is growing rapidly, but without a reliable way to validate that code against real production environments, teams are left choosing between slowing down […]",
  "title": "Giving AI Agents the Keys to Real Infrastructure"
}