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Anvia Lens tracing and evaluation adapter for Anvia.","maintainers":[{"name":"indrazm","email":"me@indrazm.com"}],"readme":"# @anvia/lens\n\nNative Anvia Lens tracing, evaluation reporting, dataset access, and versioned prompts for Node.js applications.\n\n```sh\npnpm add @anvia/lens @anvia/core zod\n```\n\n## Client lifecycle\n\n`LensClient` owns isolated OpenTelemetry trace and log providers. It never registers global\nproviders or captures unrelated application telemetry. Construction and accessor calls perform no\nI/O; exporters initialize lazily.\n\n```ts\nimport { Agent, type CompletionModel } from \"@anvia/core\";\nimport { agentEvalTarget, contains, runEvalSuite } from \"@anvia/core/evals\";\nimport { Pipeline } from \"@anvia/core/pipeline\";\nimport { LensClient } from \"@anvia/lens\";\nimport { z } from \"zod\";\n\ndeclare const model: CompletionModel;\n\nawait using lens = new LensClient({\n  baseUrl: process.env.ANVIA_LENS_BASE_URL,\n  publicKey: process.env.ANVIA_LENS_PUBLIC_KEY,\n  secretKey: process.env.ANVIA_LENS_SECRET_KEY,\n  serviceName: \"support-agent\",\n  environment: \"production\",\n  release: \"2026.08.1\",\n});\n\nconst agent = new Agent({\n  id: \"support\",\n  model,\n  observability: {\n    observers: { lens: lens.observer() },\n    primaryTrace: \"lens\",\n  },\n});\n\nconst pipeline = new Pipeline({\n  id: \"support-flow\",\n  inputSchema: z.string(),\n  observability: {\n    observers: { lens: lens.pipelineObserver() },\n    primaryTrace: \"lens\",\n  },\n}).agent({\n  id: \"answer\",\n  agent,\n  suspension: \"reject\",\n  request: ({ input }) => ({ prompt: input }),\n});\n\nconst pipelineResult = await pipeline.run({\n  input: \"How long are refunds available?\",\n  trace: { sessionId: \"support-session\" },\n});\n\nconst suite = await runEvalSuite({\n  name: \"support-regression\",\n  cases: [{ id: \"refund\", input: \"Request a refund\", expected: \"refund\" }],\n  target: agentEvalTarget<string>({\n    agent,\n    request: ({ input }) => ({ prompt: input }),\n  }),\n  metrics: [contains()],\n  reporters: [lens.evalReporter()],\n});\n```\n\n`await using` disposes the client at scope exit, flushing and shutting down both owned providers.\nUse `flush()` only for an explicit delivery checkpoint. `close()` is idempotent and terminal.\n\nProcess signals do not unwind an `await using` scope. A CLI should handle `SIGINT` and `SIGTERM`,\nabort and await its active Agent run, and only then await `lens.close()`. This order lets Core finish\nthe root observation as `cancelled` before Lens flushes it.\n\nSet `optional: true` to obtain a disabled client when all Lens connection environment variables\nare absent. `lens.enabled` reports the state. The disabled observer and reporter are safe no-ops;\ndataset and prompt access still reject because they require a configured connection. Partial configuration is\nalways an error.\n\n## Capture and evaluation policy\n\nSafe capture omits prompt and response bodies. Configure observer and reporter payloads\nindependently:\n\n```ts\nconst observer = lens.observer({\n  captureMode: \"safe\",\n  redactInputs: true,\n  redactOutputs: true,\n  redaction: { replacement: \"[REDACTED]\" },\n});\n\nconst pipelineObserver = lens.pipelineObserver({\n  captureMode: \"safe\",\n  redactInputs: true,\n  redactOutputs: true,\n});\n\nconst reporter = lens.evalReporter({\n  includePayloads: false,\n  includeMetadata: false,\n  onMissingTrace: \"warn\",\n});\n```\n\nClient-level `redactInputs`, `redactOutputs`, `redactErrors`, `redactMetadata`, `redaction`, and\n`captureMaxBytes` apply to eval reporters as well as observers; the same fields on `evalReporter()`\noverride them per reporter. Error text is captured output and metadata is captured input, so\n`redactErrors` defaults to `redactOutputs` and `redactMetadata` defaults to `redactInputs`; set\neither explicitly to override that:\n\n- `redactInputs` / `redactOutputs` cover captured prompt, tool, and response bodies, which\n  `captureMode: \"safe\"` omits entirely.\n- `redactErrors` covers `anvia.run.error`, `anvia.tool.error`, span status messages, and exception\n  events, which are recorded regardless of capture mode.\n- `redactMetadata` covers trace, run-event, tool, score, and evaluation metadata.\n\nPayloads are redacted before serialization and dropped from the record with\n`anvia.eval.payload.status: \"size_limit\"` when they exceed `captureMaxBytes` (262,144 bytes by\ndefault). Byte limits that are not integers of at least 96 bytes are rejected when the observer or\nreporter is created, because OpenTelemetry treats such values as unbounded.\n\nRedaction is shared with `@anvia/langfuse` through `@anvia/core/redaction`: it walks nested arrays\nand objects up to 16 levels, replacing matches in strings and in numbers that patterns mark as\nnumeric (the card pattern). Circular references become `<circular>` and deeper values become\n`<max-depth>`. Default patterns cover email, cards, IPv4 addresses, phone numbers, JWTs, `sk-`/`pk-`\nstyle keys, and bearer tokens; card matches additionally require a known issuer prefix and a valid\nLuhn checksum, and phone matches are ignored when they are part of a longer digit run, so grouped\nidentifiers survive. Encoded `data:` URLs and binary values are left untouched. Pass\n`redaction: { patterns, replacement }` to extend or replace the set, and `passesLuhn` is exported\nfor custom card patterns.\n\nLens eval reporters accept traces from the `\"lens\"` Agent observer registration by default. Set\n`traceObserver` to the Agent registration name when it differs.\n\n## Runtime scores and end-user feedback\n\n`score()` records a trace-correlated evaluation result through Lens's existing OTLP logs exporter:\n\n```ts\nawait lens.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\nUse a stable `id` when a later vote should replace an earlier one. Omit it when each score should be\nstored as a separate event. `score()` queues the log in the owned provider; `flush()` or client\ndisposal completes delivery. Comments are limited to 2,000 characters; validate metadata before\nrecording it and avoid raw personal identifiers.\n\n## Managed datasets\n\n```ts\nconst datasets = lens.datasetClient({ pageSize: 50 });\nconst dataset = await datasets.getDataset<string, string>({\n  name: \"support-cases\",\n  version: \"v2\",\n});\n```\n\nThe client paginates automatically and selects the latest published version when `version` is\nomitted. Draft and archived versions are not exposed by the public API.\n\nConfiguration can also come from `ANVIA_LENS_BASE_URL`, `ANVIA_LENS_PUBLIC_KEY`,\n`ANVIA_LENS_SECRET_KEY`, `ANVIA_LENS_SERVICE_NAME`, `ANVIA_LENS_ENVIRONMENT`, and\n`ANVIA_LENS_RELEASE`.\n\nBase URLs must be absolute `http` or `https` URLs without query or fragment; a trailing slash is\nignored. `LensClient` validates the URL when constructed, and `promptClient({ baseUrl })` /\n`datasetClient({ baseUrl })` validate their overrides, so a malformed endpoint fails immediately\ninstead of during the first request or export.\n\n## Versioned prompts\n\n```ts\nconst prompts = lens.promptClient({ cacheTtlMs: 60_000, timeoutMs: 5_000 });\nconst prompt = await prompts.getPrompt({ name: \"support/answer\" });\n\nif (prompt.type === \"text\") {\n  const result = await agent.generate({\n    prompt: prompt.compile({ question: \"How do refunds work?\" }),\n    trace: { promptRef: prompt.ref },\n  });\n}\n\nconst pinned = await prompts.getPrompt({ name: \"support/answer\", version: 2 });\nconst staging = await prompts.getPrompt({ name: \"support/answer\", label: \"staging\" });\n```\n\nOmitting the selector resolves `production`, never the newest version. Specify a label **or** a\npositive safe integer version, not both. Committing a version does not deploy it: move the label\nin Lens to deploy or roll back. Runtime credentials retrieve prompts but cannot mutate them.\n\nResolved snapshots are deeply immutable and expose `ref`, `config`, `labels`, `selector`, and\n`variables`. Compilation is synchronous: `{{question}}` substitutes a named string, surrounding\nwhitespace is tolerated, and `\\{{question}}` produces literal `{{question}}`. Missing or non-string\nvalues throw `LensPromptCompilationError`; extra variables are ignored. Substitutions are not\nrecursive. Config is returned unchanged, not interpolated. Chat compilation returns a fresh array\nof registry messages with roles and names preserved; these are not cast to Core completion messages.\n\nEach prompt client owns a bounded cache. The default TTL is 60 seconds, including pinned versions;\nexpired entries refresh before returning, without stale fallback. Identical concurrent requests\nshare retrieval. `cache: \"reload\"` fetches and replaces a snapshot; `cache: \"no-store\"` bypasses cache\nreads and writes. `prompts.clearCache()` invalidates cached snapshots. Retrieval accepts an optional\n`signal`; one caller aborting does not cancel other callers sharing retrieval. Failed responses\nare not cached. `LensPromptError` exposes `code` and, for HTTP errors, `status`.\n\nFetching or compiling never sets a global current prompt. Pass `trace.promptRef` explicitly for\nAgent runs or pipeline roots, and `run: { promptRef: prompt.ref }` to `runEvalSuite` for evaluation\nidentity. Pipeline attribution does not stamp unrelated child agents. Per-generation middleware can\noverride `promptRef` or clear it with `null`; see Core's middleware documentation. Safe capture retains\nprompt identity without newly capturing template bodies or compilation variables.\n\n## Development\n\n```sh\npnpm --filter @anvia/lens typecheck\npnpm --filter @anvia/lens test\npnpm --filter @anvia/lens build\n```\n","readmeFilename":"README.md"}