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  "path": "/agentic-systems-are-breaking-reliability-frameworks/",
  "publishedAt": "2026-03-30T12:44:28.000Z",
  "site": "https://devops.com",
  "tags": [
    "AI",
    "Blogs",
    "Business of DevOps",
    "Contributed Content",
    "Social - Facebook",
    "Social - LinkedIn",
    "Social - X",
    "Agentic Systems",
    "AI Governance",
    "Behavioral Boundaries",
    "Capability Envelope",
    "Circuit Breakers for AI",
    "Deterministic Testing",
    "Distribution-based Validation",
    "Monte Carlo Testing",
    "Oracle Cloud Infrastructure.",
    "Probabilistic Failure",
    "prompt injection",
    "Runtime Assertions",
    "Shahid Ali Khan",
    "SRE for AI",
    "TestMu AI"
  ],
  "textContent": "Agentic AI systems introduce \"silent failures\" that bypass traditional SOC alerts. Learn why DevOps and Security teams must shift from deterministic assertions to distribution-based testing and runtime behavioral boundaries.",
  "title": "Agentic Systems are Breaking Reliability Frameworks"
}