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  "body": "# LLM observability\n\nThe operator-side craft of running production LLM traffic as a product: telemetry\nthat stays auditable months later, price books and cost attribution, usage\ngovernance, per-customer unit economics, continuous judge-scoring of live traces,\nstatistically defensible quality verdicts, and federated benchmark sharing that\nleaks no one.\n\n## Boundary contract with `software-engineering`\n\nThe `software-engineering` bundle's `llm-agent` category owns the **builder side** —\ninstrumenting and operating one's *own* agent system: `tracing` (span emission),\n`eval-harness` (fixed offline datasets pre-ship), `cost-metering` (metering one's\nown runs), `model-routing` (the runtime model decision), `structured-output`\n(getting parseable JSON out). This bundle owns the **operator side**: receiving\ntraffic you did not emit, on clocks you do not own, from SDK versions you cannot\npin, for customers whose money flows both directions. The seam is stated per\nsubject in its golden path; no s",
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