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tracing and eval reporting adapter for Anvia.","maintainers":[{"name":"indrazm","email":"me@indrazm.com"}],"readme":"# @anvia/otel\n\nOpenTelemetry tracing and eval reporting adapter for Anvia.\n\nUse this package to emit Anvia agent observer events as standard OpenTelemetry spans. The adapter uses your application's existing OpenTelemetry SDK or global tracer provider; it does not start, flush, or shut down an SDK.\n\n## Installation\n\n```sh\npnpm add @anvia/otel @anvia/core @opentelemetry/api @opentelemetry/api-logs zod\n```\n\nIn this monorepo, the package is available through the workspace:\n\n```sh\npnpm --filter @anvia/otel build\n```\n\n## Usage\n\n```ts\nimport { Agent } from \"@anvia/core\";\nimport { OpenAIClient } from \"@anvia/openai\";\nimport { createOtelObserver } from \"@anvia/otel\";\n\nconst tracing = createOtelObserver({\n  serviceName: \"support-agent\",\n  captureMode: \"safe\",\n});\n\nconst client = new OpenAIClient({\n  apiKey,\n});\n\nconst agent = new Agent({\n  id: \"support\",\n  model: client.completionModel({ modelId: \"gpt-5\", api: \"responses\" }),\n  instructions: \"Answer support questions clearly.\",\n  observability: {\n    observers: { otel: tracing },\n    primaryTrace: \"otel\",\n  },\n});\n\nconst result = await agent.generate({ prompt: \"How do I reset my password?\" });\n\nif (result.type === \"response\") console.log(result.output);\nconsole.log(result.trace?.traceId);\n```\n\n### Pipeline tracing\n\nUse `createOtelPipelineObserver()` in the Pipeline constructor. It creates a root span, nested spans\nfor composed and parallel stages, and a primary trace context that Core propagates automatically to\nAgent stages:\n\n```ts\nimport { Pipeline } from \"@anvia/core/pipeline\";\nimport { createOtelPipelineObserver } from \"@anvia/otel\";\nimport { z } from \"zod\";\n\nconst pipeline = new Pipeline({\n  id: \"support-flow\",\n  inputSchema: z.string(),\n  observability: {\n    observers: {\n      otel: createOtelPipelineObserver({ serviceName: \"support\", captureMode: \"safe\" }),\n    },\n    primaryTrace: \"otel\",\n  },\n}).agent({\n  id: \"answer\",\n  agent,\n  suspension: \"reject\",\n  request: ({ input }) => ({ prompt: input }),\n});\n\nconst result = await pipeline.run({ input: \"How do I reset my password?\" });\nconsole.log(result.trace?.traceId);\n```\n\nInitialize OpenTelemetry in your application before creating spans. For OTLP HTTP, configure `@opentelemetry/sdk-node` and `@opentelemetry/exporter-trace-otlp-http` in your app process.\n\nThe application also owns graceful process shutdown. On `SIGINT` or `SIGTERM`, abort and await the\nactive Agent run before awaiting the OpenTelemetry SDK's `shutdown()`. Core marks aborted runs as\n`cancelled`; shutting down the SDK first cannot export a root span that is still open.\n\nSet `captureMode: \"safe\"` to record operational attributes without prompt or response bodies.\nExisting `@anvia/otel` integrations retain full capture when the option is omitted. Use\n`captureMaxBytes` to set a per-value limit and `transformInput` / `transformOutput` to redact or\nreshape payloads before export. Error text (`anvia.run.error`, `anvia.tool.error`, span status\nmessages, and exception events) and metadata (`trace.metadata`, run event attributes, tool, score,\nand evaluation metadata) are captured regardless of capture mode, so they have their own\n`transformError` and `transformMetadata` hooks; a `transformMetadata` that does not return a record\ndrops the surface instead of exporting it unredacted. Runtime observer events are emitted as\nOpenTelemetry span events.\n\n### Prompt identity\n\nAgent `trace.promptRef: { name, version }` identifies the root and defaults each generation's\nidentity. Core completion-request middleware can return `{ request, promptRef: anotherRef }` to\noverride one generation or `{ request, promptRef: null }` to leave it unattributed. Omission keeps\nthe current identity; the next turn starts from the run default. Generation observer events carry\ntheir own `promptRef`, so the adapter does not copy the root identity onto unrelated generations.\n\nPipeline `trace.promptRef` identifies only the pipeline root. Set each Agent stage's\n`request.trace.promptRef` explicitly for multi-prompt pipelines.\n\nRoot and generation spans emit `anvia.prompt.name` and numeric `anvia.prompt.version` when supplied.\nThese identity attributes remain available in `captureMode: \"safe\"`; they do not enable capture of\nprompt bodies, variables, or provider request payloads. Prefer the prompt registry's resolved\nnumeric version rather than a selector label.\n\n## Eval reporting\n\n```ts\nimport { agentEvalTarget, runEvalSuite } from \"@anvia/core/evals\";\nimport { createOtelEvalReporter } from \"@anvia/otel\";\n\nconst result = await runEvalSuite({\n  name: \"support-regression\",\n  cases,\n  target: agentEvalTarget<string>({\n    agent: supportAgent,\n    request: ({ input }) => ({ prompt: input }),\n  }),\n  metrics,\n  reporters: [createOtelEvalReporter({ onMissingTrace: \"warn\" })],\n});\n```\n\nThe reporter emits `gen_ai.evaluation.result` through the OpenTelemetry logs API. When the target\nreturns valid `traceId` and `observationId` values, the event is correlated with the evaluated span.\nIt otherwise emits an uncorrelated event by default. Configure a logs SDK/exporter in addition to\nyour trace exporter, or inject a `Logger` with the `logger` option.\n\nTrace provenance is checked against the `\"otel\"` Agent observer registration by default. Set\n`traceObserver` when the OpenTelemetry observer is registered under another name.\n\nSet `includeMetadata: false` to omit case, metric, and outcome metadata. Invalid outcomes are\nreported by default and can be disabled with `publishInvalid: false`.\nMetric events include required status, score direction, threshold, and evaluator token usage when\navailable. Run-finished events publish separate metric and case totals plus aggregate usage and\noptional caller-calculated cost.\n\nSet `run: { promptRef: { name: \"support\", version: 7 } }` on `runEvalSuite()` for evaluation-run\nattribution. Lifecycle and metric logs emit `anvia.eval.run.prompt.name` and\n`anvia.eval.run.prompt.version`. The version is serialized as a string for ingestion; absent\nversions are omitted. Identity is independent of metadata and payload capture options. This does\nnot set prompt identity on the target Agent or judge generations; configure those separately.\n\n## Runtime scores\n\nRecord trace-correlated runtime scores, including end-user feedback, without creating an eval suite:\n\n```ts\nimport { createOtelScorer } from \"@anvia/otel\";\n\nconst scorer = createOtelScorer();\nscorer.score({\n  id: feedbackId,\n  traceId,\n  observationId,\n  responseId,\n  name: \"user-feedback\",\n  value: liked ? 1 : 0,\n  dataType: \"BOOLEAN\",\n  source: \"end_user\",\n  comment,\n  metadata: { channel: \"thumbs\", userIdHash },\n});\n```\n\nThe scorer emits `gen_ai.evaluation.result` through the OpenTelemetry logs API. Configure a logs\nprovider/exporter or inject a `Logger`. A valid 32-character OpenTelemetry trace ID is required;\nthe 16-character observation ID is optional. Comments are limited to 2,000 characters. Validate\nend-user metadata at the application boundary, and avoid sending raw personal identifiers.\n\n## Exports\n\n- `createOtelObserver`\n- `createOtelPipelineObserver`\n- `createOtelEvalReporter`\n- `createOtelScorer`\n- `OtelObserverOptions`\n- `OtelPipelineObserverOptions`\n- `OtelEvalReporterOptions`\n- `OtelScoreArgs`\n- `OtelScorerOptions`\n\n## Development\n\n```sh\npnpm --filter @anvia/otel typecheck\npnpm --filter @anvia/otel test\npnpm --filter @anvia/otel build\n```\n","readmeFilename":"README.md"}