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  "path": "/we-spent-15-years-automating-infrastructure-now-were-automating-decisions/",
  "publishedAt": "2026-05-20T08:56:12.000Z",
  "site": "https://devops.com",
  "tags": [
    "AI",
    "Blogs",
    "Business of DevOps",
    "Features",
    "Social - Facebook",
    "Social - LinkedIn",
    "Social - X",
    "Spotlight",
    "AI copilots",
    "AI in operations",
    "AIOps",
    "Autonomous operational systems",
    "cloud-native architecture",
    "Deterministic vs probabilistic automation",
    "devops evolution",
    "gitops",
    "IaC",
    "Incident response AI",
    "infrastructure as code",
    "infrastructure automation",
    "Operational judgment",
    "Operational sovereignty",
    "Platform engineering governance",
    "Risk mitigation in AI",
    "telemetry correlation"
  ],
  "textContent": "As DevOps shifts from deterministic infrastructure automation to AI-driven probabilistic judgment, organizations face a profound transition from automating tasks to automating operational reasoning. Discover why this requires a fundamental evolution in platform engineering, trust, and governance.",
  "title": "We Spent 15 Years Automating Infrastructure. Now We’re Automating Decisions"
}