{
  "$type": "site.standard.document",
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    "uri": "at://did:plc:gapzbf5nl5wxaqkqoecaeawh/app.bsky.feed.post/3mgs4xocogq72"
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  "path": "/the-observability-bill-is-coming-due-and-ai-wrote-most-of-it/",
  "publishedAt": "2026-03-11T13:00:25.000Z",
  "site": "https://devops.com",
  "tags": [
    "AI",
    "Blogs",
    "Business of DevOps",
    "Doin' DevOps",
    "Features",
    "News",
    "Observability",
    "Social - Facebook",
    "Social - LinkedIn",
    "Social - X",
    "agentic telemetry",
    "AI in development",
    "AIOps",
    "APM (Application Performance Management)",
    "CI/CD (Continuous Integration/Continuous Deployment)",
    "data management",
    "data quality",
    "devops",
    "instrumentation",
    "Logging Standards",
    "observability",
    "Sawmills",
    "Signal-to-Noise Ratio",
    "software engineering",
    "technology innovation",
    "telemetry management",
    "Telemetry Optimization"
  ],
  "textContent": "Observability has always had a data quality problem. AI coding agents just made it catastrophically worse. Shimmy sits down with the co-founders of Sawmills to dig into why unmanaged telemetry is the unglamorous DevOps crisis that is quietly killing budgets — and what an agentic telemetry management platform actually does about it.",
  "title": "The Observability Bill is Coming Due – and AI Wrote Most of It"
}