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  "path": "/why-code-validation-is-the-next-frontier/",
  "publishedAt": "2026-04-02T14:19:03.000Z",
  "site": "https://devops.com",
  "tags": [
    "Video Interviews",
    "AI code review",
    "AI developer tools",
    "devops",
    "Signadot"
  ],
  "textContent": "Shared staging environments were never designed for a world where dozens of changes land in a codebase every hour. Yet most engineering teams still depend on them as the primary checkpoint before production. Alan Shimel and Arjun Iyer, CEO of Signadot, dig into why that model is falling apart and what needs to replace it. […]",
  "title": "Why Code Validation is the Next Frontier"
}