{
  "$type": "site.standard.document",
  "bskyPostRef": {
    "cid": "bafyreiedqbugvxlu5ql3rrf3yxebmjvceyawxlgbzpt7jnhv2gby6a6xfu",
    "uri": "at://did:plc:gapzbf5nl5wxaqkqoecaeawh/app.bsky.feed.post/3mnlfrzci2nb2"
  },
  "coverImage": {
    "$type": "blob",
    "ref": {
      "$link": "bafkreibmbzstxx43scbho5x3qn4atie2jeryma3py36gdn374qo76fmzoa"
    },
    "mimeType": "image/jpeg",
    "size": 62498
  },
  "path": "/the-death-of-the-four-golden-signals-designing-telemetry-for-non-deterministic-infrastructure/",
  "publishedAt": "2026-06-05T10:17:55.000Z",
  "site": "https://devops.com",
  "tags": [
    "AI",
    "Blogs",
    "Contributed Content",
    "Social - Facebook",
    "Social - LinkedIn",
    "Social - X",
    "AI architecture",
    "AI compliance",
    "AI Governance",
    "AI guardrails",
    "AI infrastructure",
    "AI monitoring",
    "AI observability",
    "AI operations",
    "AI operations strategy.",
    "AI performance metrics",
    "AI platform monitoring",
    "AI reliability",
    "AI resilience",
    "AI safety",
    "AI SLIs",
    "AI SLOs",
    "AI system reliability",
    "AI telemetry",
    "AI trust",
    "Enterprise AI",
    "generative AI monitoring",
    "guardrail intervention rate",
    "hallucination detection",
    "LLM monitoring",
    "LLM observability",
    "modern SRE",
    "non-deterministic systems",
    "Observability Engineering",
    "OpenTelemetry",
    "platform engineering",
    "production AI",
    "RAG observability",
    "RAG systems",
    "semantic drift",
    "site reliability engineering",
    "SRE",
    "time to first token",
    "token throughput",
    "TTFT",
    "vector database monitoring"
  ],
  "textContent": "In complex software systems, our traditional definition of operational health has always been comfortably binary. For over a decade, site reliability engineering (SRE) teams have relied on the industry-standard ‘Four Golden Signals’ — latency, traffic, errors and saturation — as the ultimate truth of platform stability. If our API-response times are hovering at sub-100 ms, […]",
  "title": "The Death of the Four Golden Signals: Designing Telemetry for Non-Deterministic Infrastructure"
}