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Emits LLM-call and transcription spans/events into your existing OTel SDK pipeline (Honeycomb, Datadog, Jaeger, Tempo, Sentry).","maintainers":[{"name":"dahshanlabs","email":"abdullah@dahshanlabs.com"}],"readme":"# @agentmug/otel\n\nOpenTelemetry tracing adapter for [@agentmug/runtime](https://npmjs.com/package/@agentmug/runtime). Emits LLM-call + transcription spans into your existing OTel SDK pipeline — Honeycomb, Datadog, Tempo, Jaeger, Sentry, anything that consumes OpenTelemetry.\n\n```bash\nnpm install @agentmug/otel @opentelemetry/api\n# plus whichever OTel SDK + exporter your stack uses\n```\n\n## Usage\n\nSet up your OTel SDK once at process start (you almost certainly already have this in your app). Then plug the adapter into `runAgent()`:\n\n```typescript\nimport { runAgent } from \"@agentmug/runtime\";\nimport { OtelTracingAdapter } from \"@agentmug/otel\";\n\nconst result = await runAgent({\n  agentId: \"...\",\n  userId: \"...\",\n  userInput: \"...\",\n  adapters: {\n    persistence: yourPersistence,\n    llm: yourLlmClient,\n    tracing: new OtelTracingAdapter(),  // ← that's it\n  },\n  onEvent: () => {},\n});\n```\n\nEvery LLM call becomes a span with these attributes:\n- `agentmug.run.id`\n- `agentmug.agent.id`\n- `agentmug.llm.model`\n- `agentmug.llm.tokens`\n- `agentmug.llm.cost_cents`\n- `agentmug.llm.latency_ms`\n- `agentmug.llm.input_preview` (truncated to 512 chars)\n- `agentmug.llm.output_preview` (truncated to 512 chars)\n\nTranscription calls get their own spans with provider + audio token counts.\n\n## As a plugin\n\n`createOtelPlugin()` packages the adapter as an `AgentMugPlugin`, which is handy\nif you already pass plugins around. **It does not register tracing by itself** —\n`InMemoryToolRegistry.loadPlugin` only reads `plugin.tools`, and this plugin\nships no tools. You still have to hand the adapter to `runAgent`:\n\n```typescript\nimport { createOtelPlugin } from \"@agentmug/otel\";\n\nconst otelPlugin = createOtelPlugin();\n\nawait runAgent({\n  // ...\n  adapters: { tracing: otelPlugin.adapters.tracing },\n});\n```\n\nIf you are not already routing plugins through your own wiring, construct\n`OtelTracingAdapter` directly as shown above — it is the same instance.\n\n## Custom tracer\n\nPass your own `Tracer` if you need per-tenant tracing, test isolation, or want to attach resource attributes:\n\n```typescript\nimport { trace } from \"@opentelemetry/api\";\nnew OtelTracingAdapter({\n  tracer: trace.getTracer(\"my-app/agentmug\", \"2.1.0\"),\n});\n```\n\n## What this doesn't do\n\n- **SDK setup** — every OTel pipeline is different. Configure your `NodeSDK` / `WebSDK` / exporter as you normally would.\n- **Metrics** — token counts live as span attributes. If you want histograms, derive them from spans in your backend.\n- **Logs** — the runtime's `onEvent` callback gives you token-by-token output. Wire that to your logging pipeline directly.\n\n## License\n\nApache-2.0. Existing versions published under MIT remain MIT.\n","readmeFilename":"README.md"}