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Agent 365 observability adapter for @cuylabs/agent-core","maintainers":[{"name":"cyb3rpandah","email":"cyb3rpandah@gmail.com"},{"name":"cyb3rward0g","email":"roberto@cuylabs.ai"}],"readme":"# @cuylabs/agent-a365-observability\n\nMicrosoft Agent 365 observability adapter for `@cuylabs/agent-core`.\n\nThis package connects agent-core's portable OpenTelemetry spans to Microsoft's\nAgent 365 observability SDK without putting Microsoft SDK types in agent-core.\n\nIt does four things:\n\n- starts Microsoft Agent 365 Observability;\n- wires the Agent 365 exporter token resolver;\n- returns a small `createAgent({ tracing })` config fragment for stable agent\n  metadata;\n- wraps each request in Agent 365 baggage so spans include tenant, agent,\n  conversation, channel, and caller identity.\n\nFor the deeper design, read [docs/README.md](./docs/README.md). For the full\nSDK and auth flow, read\n[docs/sdk-and-auth-flow.md](./docs/sdk-and-auth-flow.md).\n\n## Install\n\n```bash\npnpm add @cuylabs/agent-a365-observability @microsoft/agents-a365-observability @microsoft/agents-a365-runtime\n```\n\nInstall `@microsoft/agents-a365-observability-hosting` as well when using the\nM365/OBO token-cache helpers.\n\nDependency roles:\n\n| Package                                        | Required when                             | Notes                                                                                                                               |\n| ---------------------------------------------- | ----------------------------------------- | ----------------------------------------------------------------------------------------------------------------------------------- |\n| `@microsoft/agents-a365-observability`         | Always, when exporting to Agent 365       | Owns Microsoft's `ObservabilityManager`, exporter, baggage processor, trace propagation utilities, and optional `OutputScope`.      |\n| `@microsoft/agents-a365-runtime`               | Always with Microsoft's observability SDK | Provides Microsoft runtime configuration types used by the SDK.                                                                     |\n| `@microsoft/agents-a365-observability-hosting` | Only for M365/OBO token-cache helpers     | Provides `AgenticTokenCache`. It is an optional peer and is lazy-loaded only by OBO helpers. S2S App Service agents do not need it. |\n\n## Usage\n\n```typescript\nimport { createAgent } from \"@cuylabs/agent-core\";\nimport {\n  createA365ObservedTurnSource,\n  createA365S2STokenResolverFromEnv,\n  createA365TracingConfig,\n  initA365S2SObservability,\n  initA365Observability,\n  runWithA365Context,\n  runWithA365OutputMessages,\n  runWithA365TurnContext,\n} from \"@cuylabs/agent-a365-observability\";\n\nconst observability = await initA365Observability({\n  serviceName: \"email-agent-service\",\n  serviceVersion: \"1.0.0\",\n  configuration: {\n    exporterEnabled: true,\n    logLevel: \"info\",\n  },\n  tokenResolver: async (agentId, tenantId) => {\n    return getObservabilityToken(agentId, tenantId);\n  },\n});\n\nconst agent = createAgent({\n  name: \"email-assistant\",\n  model,\n  tracing: createA365TracingConfig({\n    agentId: \"agent-456\",\n    agentDescription: \"Organizes email and calendar work\",\n    agentVersion: \"1.0.0\",\n  }),\n});\n\nawait runWithA365Context(\n  {\n    tenantId: \"tenant-123\",\n    agentId: \"agent-456\",\n    conversationId: \"conversation-789\",\n    sessionId: \"session-789\",\n    channelName: \"msteams\",\n  },\n  async () => {\n    for await (const event of agent.chat(\"session-789\", \"Find urgent email\")) {\n      // stream events to your channel\n    }\n  },\n);\n\nawait agent.close();\nawait observability.shutdown();\n```\n\nWhen you are adapting a custom channel around `AgentTurnSource`, use\n`createA365ObservedTurnSource(...)` instead of hand-rolling async-generator\nwrapping. The helper keeps the full event stream inside the Agent 365 baggage\nscope while letting the channel own its own metadata mapping:\n\n```typescript\nconst observedSource = createA365ObservedTurnSource({\n  source: agent,\n  context: ({ sessionId }) => ({\n    tenantId: \"tenant-123\",\n    agentId: \"agent-456\",\n    conversationId: sessionId,\n    sessionId,\n    channelName: \"slack\",\n    userId: \"slack-user-id\",\n  }),\n});\n```\n\n## M365 / Teams bot turns\n\nWhen your bot uses `@microsoft/agents-hosting` `TurnContext`, use the\nTurnContext helper so tenant, agent, conversation, channel, and user identity\nare derived from the incoming activity:\n\n```typescript\nawait runWithA365TurnContext(\n  context, // TurnContext from CloudAdapter\n  {\n    agentId: \"agent-456\",\n    agentDescription: \"Organizes email and calendar work\",\n    agentVersion: \"1.0.0\",\n    sessionId,\n  },\n  async () => {\n    for await (const event of agent.chat(sessionId, context.activity.text)) {\n      // stream events to the channel\n    }\n  },\n);\n```\n\nIf you use `@cuylabs/channel-m365-agent-core`, this wrapper is built into the channel\nadapter:\n\n```typescript\nconst m365 = createM365ChannelAdapter({\n  agent,\n  a365Observability: {\n    agentId: \"agent-456\",\n    agentDescription: \"Organizes email and calendar work\",\n    agentVersion: \"1.0.0\",\n  },\n});\n```\n\nThe host process still needs to call `initA365Observability(...)` once during\nstartup so the Microsoft exporter and token resolver are registered.\n\n## Shape\n\nThis package is the `@cuylabs/agent-core` equivalent of a framework-specific\nAgent 365 observability extension. Microsoft's OpenAI Agents and LangChain\nextension packages patch those harnesses directly so their model/framework\nspans flow through the Agent 365 ObservabilityManager. This package does the\nsame kind of adapter work at the agent-core layer: it starts the Microsoft\nObservabilityManager, feeds agent-core tracing metadata, and wraps each\nagent-core turn with Agent 365 baggage.\n\nThe integration has four separate pieces:\n\n1. `initA365Observability(...)` starts Microsoft's exporter and baggage span\n   processor once at host startup.\n2. `createA365TracingConfig(...)` feeds agent-core's `createAgent({ tracing })`\n   contract.\n3. `runWithA365Context(...)` or `runWithA365TurnContext(...)` binds\n   per-request Agent 365 baggage before `agent.chat()` runs.\n4. `createA365ObservedTurnSource(...)` wraps a channel-neutral\n   `AgentTurnSource` when a host needs streaming-safe A365 baggage around every\n   emitted event.\n5. `createA365S2STokenResolver(...)` provides a reusable service-to-service\n   token resolver for Agent 365 Observability API export.\n\nThe source follows those same boundaries: `auth/` owns Agent 365 S2S token\nresolution, `context/` owns baggage and TurnContext mapping, `runtime/` owns\nMicrosoft SDK startup and lazy loading, and `tracing/` owns the agent-core\ntracing config adapter.\n\nUse agent-core and AI SDK v7 for portable OpenTelemetry spans:\n\n- `invoke_agent` agent spans\n- AI SDK `chat` model spans nested under the agent turn\n- AI SDK `execute_tool` tool spans when tools run\n\nUse this package for Agent 365-specific context on those spans:\n\n- `microsoft.tenant.id`\n- `gen_ai.agent.id`\n- `microsoft.session.id`\n- `gen_ai.conversation.id`\n- channel and caller attributes\n- A2A caller-agent attributes such as `microsoft.a365.caller.agent.id`\n\nFor multi-tenant agents, prefer `runWithA365Context()` over static tracing attributes. Static attributes are useful for stable agent metadata; baggage is the right place for per-request tenant and conversation identity.\n\nUse `extraBaggage` only for additional dimensions that are not part of the\nstandard Agent 365 identity set. Structured fields such as `tenantId`,\n`agentId`, `conversationId`, and `userId` win over conflicting `extraBaggage`\nkeys.\n\nMicrosoft's baggage processor does not overwrite span attributes that\nagent-core already set. In normal `@cuylabs/channel-m365-agent-core` usage this is\nfine because the channel's default session strategy uses the M365\n`conversation.id` as the agent-core session ID. If you use custom M365 session\nmapping, `gen_ai.conversation.id` reflects the custom agent-core session ID.\nSee [docs/agent-core-otel.md](./docs/agent-core-otel.md) for details.\n\n## Phoenix vs Agent 365\n\nPhoenix is a normal OTLP destination. You pass a span processor/exporter into `agent-core` tracing, and `agent-core` owns the tracer provider lifecycle for that example.\n\nAgent 365 is different. The Microsoft SDK owns the exporter and adds an Agent 365 span processor that copies baggage into span attributes. `agent-core` still emits the agent and AI SDK spans, while this package starts the Microsoft exporter and wraps each request with the tenant, agent, conversation, channel, and caller baggage that Agent 365 expects.\n\n## AI SDK Telemetry\n\n`agent-core` uses AI SDK v7 telemetry and enables `@ai-sdk/otel`'s `GenAIOpenTelemetry` integration by default. That gives you current GenAI-shaped model spans such as `invoke_agent`, `agent_step`, `chat`, and `execute_tool`, with attributes like `gen_ai.operation.name`, `gen_ai.provider.name`, model IDs, and token usage.\n\nThis package does not replace that model telemetry. It adds the Microsoft Agent 365 layer: exporter startup, token resolution, and baggage that flows `microsoft.tenant.id`, `gen_ai.agent.id`, conversation, channel, and caller identity onto the spans.\n\n`createA365TracingConfig()` defaults `emitToolSpans` to `false`. AI SDK v7 already emits `execute_tool` spans with the Agent 365 GenAI tool keys, including `gen_ai.tool.name`, `gen_ai.tool.call.id`, `gen_ai.tool.call.arguments`, and `gen_ai.tool.call.result` when content recording is enabled. Disabling agent-core's extra tool-span layer avoids duplicate `execute_tool` spans for one tool call while preserving model and tool observability from the AI SDK integration.\n\nIf you need to plug in another AI SDK telemetry integration, pass it through `createA365TracingConfig()`:\n\n```typescript\nconst agent = createAgent({\n  name: \"email-assistant\",\n  model,\n  tracing: createA365TracingConfig({\n    agentId: \"agent-456\",\n    telemetryIntegrations: [myIntegration],\n  }),\n});\n```\n\nSet `useGenAIOpenTelemetry: false` only when you intentionally want to use global AI SDK telemetry integrations or another model-span integration.\n\nSet `emitToolSpans: true` only when your agent execution path does not use AI SDK v7 tool telemetry and you need agent-core to emit tool spans itself.\n\n## TurnContext Mapping\n\n`runWithA365TurnContext(...)` follows Microsoft's\n`agents-a365-observability-hosting` helper behavior for M365 Activity fields.\nSome mappings look surprising if read as generic Bot Framework fields:\n\n- `activity.serviceUrl` maps to `microsoft.conversation.item.link`.\n- `activity.recipient.role` maps to `gen_ai.agent.description`.\n- `activity.from.agenticUserId` maps to `user.email`.\n- `activity.channelIdSubChannel` maps to `microsoft.channel.link`.\n\nPass explicit `runWithA365TurnContext` options when your host has more precise\nvalues, such as a real Teams message deep link for `conversationItemLink`.\nCaller-agent attributes and host-owned fields such as `agentEmail`,\n`agentPlatformId`, and `callerClientIp` are not inferred from TurnContext; pass\nthem explicitly through `runWithA365Context()` or the TurnContext options when\nyou need those dimensions.\n\n## Exporter Modes\n\nFor batch export, provide `tokenResolver` in `initA365Observability()`.\n\nFor non-OBO service-to-service export, use `initA365S2SObservability()` when\nthe host should use the Agent 365 CLI generated environment values. The helper\nunderstands both `A365_OBSERVABILITY_*` names and generated\n`agent365Observability__*` names such as `agent365Observability__tenantId`,\n`agent365Observability__agentId`, `agent365Observability__clientId`, and\n`agent365Observability__clientSecret`.\n\n```typescript\nawait initA365S2SObservability({\n  serviceName: \"email-agent-service\",\n  serviceVersion: \"1.0.0\",\n});\n```\n\nThe S2S initializer creates the token resolver, enables the Microsoft S2S\nexporter endpoint, and enables the exporter unless configuration overrides it.\n\nUse `createA365S2STokenResolverFromEnv()` when you want the resolver only:\n\n```typescript\nconst tokenResolver = createA365S2STokenResolverFromEnv();\n\nawait initA365Observability({\n  serviceName: \"email-agent-service\",\n  tokenResolver,\n  exporterOptions: { useS2SEndpoint: true },\n  configuration: { exporterEnabled: true },\n});\n```\n\nUse `createA365S2STokenResolver()` when you want to pass values explicitly:\n\n```typescript\nimport {\n  createA365S2STokenResolver,\n  initA365Observability,\n} from \"@cuylabs/agent-a365-observability\";\n\nconst tokenResolver = createA365S2STokenResolver({\n  tenantId: process.env.A365_OBSERVABILITY_TENANT_ID!,\n  agentId: process.env.A365_OBSERVABILITY_AGENT_ID!,\n  blueprintClientId: process.env.A365_OBSERVABILITY_CLIENT_ID!,\n  blueprintClientSecret: process.env.A365_OBSERVABILITY_CLIENT_SECRET,\n  useManagedIdentity:\n    process.env.A365_OBSERVABILITY_USE_MANAGED_IDENTITY === \"true\",\n});\n\nawait initA365Observability({\n  serviceName: \"email-agent-service\",\n  tokenResolver,\n  exporterOptions: { useS2SEndpoint: true },\n  configuration: { exporterEnabled: true },\n});\n```\n\nHosts that want Azure managed identity without taking an Azure dependency in\nthis package can pass `managedIdentityAssertionProvider`; the provider should\nreturn an assertion token for `api://AzureADTokenExchange`.\n\nFor per-request export, pass `exportToken` to `runWithA365Context()` and enable\nper-request export in startup configuration:\n\n```typescript\nawait initA365Observability({\n  serviceName: \"email-agent-service\",\n  tokenResolver,\n  configuration: {\n    exporterEnabled: true,\n    perRequest: {\n      enabled: true,\n      maxTraces: 1000,\n      maxSpansPerTrace: 5000,\n      maxConcurrentExports: 20,\n      flushGraceMs: 250,\n      maxTraceAgeMs: 30 * 60 * 1000,\n    },\n  },\n});\n```\n\nMicrosoft's current per-request processor reads its tuning options from\nenvironment-backed configuration. This package applies these explicit startup\nvalues to the Microsoft environment variables before the SDK starts.\n\n## Trace Propagation\n\nUse the trace propagation helpers when one agent calls another over HTTP or\nwhen async work needs to keep a parent span:\n\n```typescript\nconst headers = await injectA365TraceContextToHeaders({});\nawait fetch(agentUrl, { method: \"POST\", headers });\n\nawait runWithA365ExtractedTraceContext(req.headers, () =>\n  runWithA365Context(context, () => agent.chat(sessionId, text)),\n);\n```\n\nFor queue or callback flows where you persisted the parent span ids, use\n`runWithA365ParentSpanRef(...)`.\n\n## Optional Output Spans\n\nagent-core records output messages on the agent turn span. If an Agent 365\ndeployment needs Microsoft's separate `output_messages` span shape, wrap the\noutgoing delivery path:\n\n```typescript\nawait runWithA365OutputMessages(\n  {\n    tenantId,\n    agentId,\n    conversationId,\n    channelName: \"msteams\",\n    messages: [\"Done.\"],\n  },\n  () => sendMessage(\"Done.\"),\n);\n```\n\nThis is opt-in because outgoing message content is recorded as telemetry.\n\n## OBO Token Cache\n\nFor M365/OBO hosts, use the OBO helpers around Microsoft's\n`AgenticTokenCache`. This is separate from the S2S setup flow.\n\nThis path requires the optional\n`@microsoft/agents-a365-observability-hosting` peer because `AgenticTokenCache`\nlives in Microsoft's hosting package. The adapter does not load that package\nfor S2S startup, S2S token resolution, baggage wrapping, trace propagation, or\noutput spans. It is loaded only when an OBO helper is called.\n\n```typescript\nawait refreshA365OboObservabilityToken({\n  agentId,\n  tenantId,\n  turnContext,\n  authorization,\n  scopes: [\"api://9b975845-388f-4429-889e-eab1ef63949c/.default\"],\n});\n\nawait initA365Observability({\n  serviceName: \"email-agent-service\",\n  tokenResolver: createA365OboTokenResolver(),\n  configuration: { exporterEnabled: true },\n});\n```\n\n## Optional Features\n\nThe adapter now exposes the official additive pieces that do not duplicate\nagent-core telemetry:\n\n- S2S Observability token resolution, including Agent 365 CLI env aliases;\n- Microsoft trace context propagation helpers;\n- per-request export token and processor configuration;\n- optional Microsoft `OutputScope` output-message spans;\n- OBO token cache helpers for M365 per-user authorization.\n\nReal-time threat protection and chat-history submission are outside\nobservability and should live in separate Agent 365 tooling or security\npackages.\n\n## Examples\n\nExamples live in the repository under\n`packages/agent-a365-observability/examples`. They are monorepo-local reference\nfiles and are not shipped in the npm tarball.\n","readmeFilename":"README.md"}