UiPath Documentation
test-cloud
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重要 :
新发布内容的本地化可能需要 1-2 周的时间才能完成。

Test Cloud 管理员指南

Data Export data model

Data Export sends data in two formats depending on the data source selected:

  • Event-based (JSON) — discrete events emitted when something happens in UiPath (a job changes state, a queue item is processed, an audit action is recorded). Delivered to Azure Event Hub or AWS SQS.
  • OTEL Trace — hierarchical spans representing agent and Maestro execution traces in OpenTelemetry format. Delivered to Arize, Databricks, or any OTLP (OpenTelemetry Protocol)-compatible endpoint.

Event-based (JSON) exports

Orchestrator Events

Orchestrator emits events for Jobs, Queue Items, Machines, and Robot Logs. Each event includes a common envelope plus an entity-specific body.

常用字段

All Orchestrator events include the following fields:

字段描述
事件类型String identifying the event type (for example, job.created, queueitem.added).
SchemaVersionSchema version identifier.
时间戳事件的 UTC 时间戳。
TenantKeyTenant identifier.
租户名称Tenant display name.
FolderKeyFolder identifier.
文件夹名称文件夹显示名称。
FullFolderPathFull folder path.
Job events

Emitted on: job.created, job.started, job.stopped, job.pending, job.completed, job.faulted, job.stopping, job.terminating

字段类型描述
密钥GuidUnique job identifier.
创建时间时间戳Job creation time.
开始时间时间戳Execution start time.
结束时间时间戳Execution end time.
状态字符串Job status: Pending, Running, Stopping, Terminating, Faulted, Successful, Stopped, Suspended, Resumed.
流程名称字符串Source package name.
显示名称字符串Display name in Orchestrator.
机器人名称字符串Executing robot identifier.
主机名字符串Execution machine name.
Queue item events

Emitted on: queueitem.added, queueItem.deferred, queueItem.reviewStatusChanged, queueItem.retried, queueItem.updated, queueItem.transactionAbandoned, queueItem.transactionCompleted, queueItem.transactionFailed, queueItem.transactionRetried, queueItem.transactionStarted

字段类型描述
密钥GuidQueue item identifier.
队列定义 ID数字Queue numeric ID.
状态字符串Item status: New, InProgress, Failed, Successful, Abandoned, Retried, Deleted, Unknown.
审核状态字符串Review classification: None, InReview, Verified, Retried, Unknown.
优先级字符串Item priority: High, Normal, Low, Unknown.
截止日期DatetimeProcessing deadline.
创建时间DatetimeCreation timestamp.
开始处理DatetimeProcessing start time.
结束处理DatetimeProcessing completion time.
推迟日期DatetimeEarliest available processing time.
之前尝试中的秒数数字Duration of the previous attempt in seconds.
重试次数数字Number of processing attempts.
进度字符串Business flow progress.
分析数据字符串Analytics property key-value pairs.
输出字符串Output data from the Set Transaction Status activity.
特定数据字符串Custom data from the Specific Content property or Add Queue Item activity.
创建者作业 ID数字Creating job identifier.
执行者作业 ID数字Executing job identifier.
ProcessExceptionReason字符串Failure summary.
ProcessExceptionDetails字符串Failure details.
ProcessExceptionType字符串Error type: ApplicationException, BusinessException, None.

The Queue object embedded in each event includes: Key, Name, Description, MaxNumberOfRetries, EnforceUniqueReference, SlaInMinutes, RiskSlaInMinutes.

备注:

SpecificData, SpecificContent, and Output are not included in queueItem.deferred and queueItem.reviewStatusChanged events.

Machine events

Emitted on: machine.created, machine.updated, machine.deleted, machine.assign, machine.unassign

字段类型描述
计算机 ID数字Machine numeric ID.
计算机键值GuidMachine identifier.
计算机名称字符串Machine custom name.
AutomationCloudSlots数字Reserved runtime slots.
HeadlessSlots数字Headless mode slots.
NonProductionSlots数字Non-production environment slots.
UnattendedSlots数字Unattended execution slots.

Machine session events (machineSession.status) include:

字段类型描述
计算机键值GuidMachine identifier.
计算机名称字符串Machine custom name.
主机名字符串Host system name.
服务用户名字符串Robot service account.
计算机状态字符串Status: Available, Busy, Disconnected, Unknown.
时间戳DatetimeEvent timestamp.
IsUnresponsive布尔值Whether the connection is unresponsive.
Robot log events

Emitted on: robotlog

字段类型描述
消息字符串Log content.
级别字符串Severity: Trace, Info, Warn, Error, Fatal.
日志类型字符串Category: User, Default, Error, Business, ExecutionStep, Info, Security, Technical.
时间戳DatetimeGeneration timestamp.
作业 IDGuidJob key.
流程名称字符串Executing process name.
流程版本字符串Process version.
机器人名称字符串Robot identifier.
计算机 ID数字Machine numeric ID.
计算机键值GuidMachine identifier.
计算机名称字符串Machine name.
主机名字符串Host machine name (session logs only).
Windows 标识字符串Acting user account.
初始化人员字符串Execution source: Assistant, Studio, StudioX, Orchestrator, CommandLine, RobotAPI.
文件名字符串Executed .xaml file name.
活动信息JSONActivity metadata: DisplayName, State, Activity, Arguments.
自定义字段JSONCustom fields added via the AddLogFields activity.
队列名称字符串Source queue name (queue processing only).
交易 IDGuidTransaction key (queue processing only).
交易说明字符串Started, Ended, Postponed (queue processing only).
交易状态字符串Start, Success, Failed, BusinessException, ApplicationException (queue processing only).
事务执行时间数字Execution duration in seconds (queue processing only).
总执行时间(以秒为单位)数字Total execution duration (queue processing only).
队列项目优先级字符串High, Normal, Low (queue transaction end logs only).
队列项目审核状态字符串InReview, Verified, Reported, Retried (queue transaction end logs only).
ProcessingExceptionReason字符串Exception reason (queue transaction end logs only).
处理异常的类型字符串ApplicationException or BusinessException (queue transaction end logs only).

Maestro Events

Maestro emits events for Process Runs, Element Runs, and Incidents.

Standard fields

All Maestro events include the following fields:

字段描述
组织 IDIdentifier of the organization emitting the event.
租户 IDIdentifier of the tenant emitting the event.
FolderKeyFolder or workspace identifier.
ProcessKeyIdentifier of the process definition.
InstanceIdIdentifier of the process instance.
RunIdIdentifier of the process run.
SpanTypeMaestro event type: Incident, ProcessRun, ElementRun, InstanceOperation.
状态Current lifecycle state of the event.
EventUniqueIdGlobally unique identifier of the emitted event.
EventTimeUtcTimestamp when the event was emitted.
TraceAttributesOptional trace-level metadata (nullable).
SpanAttributesStringified JSON of additional span-specific attributes.
Incident fields
字段描述
ElementIdElement where the incident occurred.
ElementRunIdElement run associated with the incident.
IncidentUpdateTimeUtcTimestamp when the incident was last updated.
注释Optional comment associated with the incident.
ErrorCodeError code for the incident.
ErrorMessageShort error message.
ErrorDetailsDetailed error information.
DebugModeDebug mode state when the incident occurred.
Process run fields
字段描述
StartTimeUtcProcess run start time in UTC.
SpanNameHuman-readable name of the span or event.
追踪 IDDistributed trace identifier for correlation.
SpanIdSpan identifier for this process run.
ParentSpanIdParent span identifier (nullable for root spans).
PackageIdPackage identifier.
PackageKeyPackage key, typically includes version.
PackageVersion包版本。
版本名称Human-readable release name.
ExternalIdExternal correlation identifier.
来源Trigger source of the run (for example, Manual).
DebugModeTypeDebug mode configuration.
CreatorUserKeyUser that initiated the run (nullable).
CaseInstanceIdCase instance identifier (nullable).
CaseManagementMetadataCase management metadata (nullable).
Element run fields
字段描述
StartTimeUtcElement execution start time in UTC.
EndTimeUtcElement execution end time in UTC.
SpanNameHuman-readable name of the span or event.
追踪 IDDistributed trace identifier for correlation.
SpanIdSpan identifier for this element run.
ParentSpanIdParent span identifier (nullable).
变量Structured variables captured at element execution.
VariablesJsonVariables serialized as JSON.
ElementRun.ElementIdIdentifier of the element.
ElementRun.ElementNameDisplay name of the element.
ElementRun.ElementTypeElement type.
ElementRun.ElementExtensionTypeExtension type (nullable).
ElementRun.ElementRunIdElement run identifier.
ElementRun.IncomingFlowIdIncoming flow identifier.
ElementRun.IncomingFlowIdsIncoming flow identifiers array (nullable).
ElementRun.CaseStageElementIdCase stage element identifier (nullable).
ElementRun.CaseManagementMetadataCase metadata at element level (nullable).
Example: Element run event
{
  "ElementRun": {
    "ProcessRun": {
      "ProcessInstance": {
        "OrganizationId": "85d09b09-268b-4748-abfd-738402122e7d",
        "TenantId": "1777e378-59ea-4c6a-a6bf-c2e88fb6d2a1",
        "FolderKey": "cb0b27ed-0211-4a77-81a7-00530f85c67a",
        "PackageId": "Trace.Test.agentic.Agentic.Process",
        "PackageKey": "Trace.Test.agentic.Agentic.Process:1.0.0",
        "PackageVersion": "1.0.0",
        "ReleaseName": "Agentic Process",
        "ProcessKey": "ee34bc76-4989-487d-8cdc-0bc6ea87fae4",
        "InstanceId": "aafa3baa-dd48-46b9-bfea-2cf1acd999c3",
        "CaseInstanceId": null,
        "ExternalId": "44777039",
        "Source": "Manual",
        "DebugModeType": "None",
        "CreatorUserKey": null
      },
      "RunId": "aafa3baa-dd48-46b9-bfea-2cf1acd999c3",
      "CaseManagementMetadata": null
    },
    "ElementId": "__Action=Pending__",
    "ElementName": "",
    "ElementType": "__InstanceAction__",
    "ElementExtensionType": null,
    "ElementRunId": "4e410977-6373-4c02-ba81-1699ac94bdc6",
    "IncomingFlowId": "",
    "IncomingFlowIds": null,
    "CaseStageElementId": null,
    "CaseManagementMetadata": null
  },
  "StartTimeUtc": "2026-01-06T21:15:42.7806522Z",
  "EndTimeUtc": "2026-01-06T21:15:42.7806522Z",
  "Status": "Pending",
  "Variables": {},
  "VariablesJson": "{}",
  "SpanName": "Instance Created",
  "TraceId": "aafa3baa-dd48-46b9-bfea-2cf1acd999c3",
  "SpanId": "4e410977-6373-4c02-ba81-1699ac94bdc6",
  "ParentSpanId": null,
  "SpanType": "InstanceOperation",
  "EventUniqueId": "d0195ac7-3770-44f8-8d88-a74b53b6218a",
  "EventTimeUtc": "2026-01-06T21:15:42.7806522Z",
  "TraceAttributes": null,
  "SpanAttributes": "{\"spanType\":\"InstanceOperation\",\"operationType\":\"InstanceCreated\",\"comment\":\"\",\"userId\":\"00000000-0000-0000-0000-000000000000\"}"
}
{
  "ElementRun": {
    "ProcessRun": {
      "ProcessInstance": {
        "OrganizationId": "85d09b09-268b-4748-abfd-738402122e7d",
        "TenantId": "1777e378-59ea-4c6a-a6bf-c2e88fb6d2a1",
        "FolderKey": "cb0b27ed-0211-4a77-81a7-00530f85c67a",
        "PackageId": "Trace.Test.agentic.Agentic.Process",
        "PackageKey": "Trace.Test.agentic.Agentic.Process:1.0.0",
        "PackageVersion": "1.0.0",
        "ReleaseName": "Agentic Process",
        "ProcessKey": "ee34bc76-4989-487d-8cdc-0bc6ea87fae4",
        "InstanceId": "aafa3baa-dd48-46b9-bfea-2cf1acd999c3",
        "CaseInstanceId": null,
        "ExternalId": "44777039",
        "Source": "Manual",
        "DebugModeType": "None",
        "CreatorUserKey": null
      },
      "RunId": "aafa3baa-dd48-46b9-bfea-2cf1acd999c3",
      "CaseManagementMetadata": null
    },
    "ElementId": "__Action=Pending__",
    "ElementName": "",
    "ElementType": "__InstanceAction__",
    "ElementExtensionType": null,
    "ElementRunId": "4e410977-6373-4c02-ba81-1699ac94bdc6",
    "IncomingFlowId": "",
    "IncomingFlowIds": null,
    "CaseStageElementId": null,
    "CaseManagementMetadata": null
  },
  "StartTimeUtc": "2026-01-06T21:15:42.7806522Z",
  "EndTimeUtc": "2026-01-06T21:15:42.7806522Z",
  "Status": "Pending",
  "Variables": {},
  "VariablesJson": "{}",
  "SpanName": "Instance Created",
  "TraceId": "aafa3baa-dd48-46b9-bfea-2cf1acd999c3",
  "SpanId": "4e410977-6373-4c02-ba81-1699ac94bdc6",
  "ParentSpanId": null,
  "SpanType": "InstanceOperation",
  "EventUniqueId": "d0195ac7-3770-44f8-8d88-a74b53b6218a",
  "EventTimeUtc": "2026-01-06T21:15:42.7806522Z",
  "TraceAttributes": null,
  "SpanAttributes": "{\"spanType\":\"InstanceOperation\",\"operationType\":\"InstanceCreated\",\"comment\":\"\",\"userId\":\"00000000-0000-0000-0000-000000000000\"}"
}

Audit Log Events

Audit log exports support both tenant-level and organization-level audit events.

Tenant-level sources:

Identity and access: Identity, OMS, KMS, Licensing, AuthZ, Routing

Products and services: Integration Service, Data Service, Test Manager, Automation Ops, Apps, Document Understanding

Organization-level sources: Organization-scoped policy and user management events.

Standard fields
字段描述
IDGlobally unique identifier of the audit event.
LocalIdInternal sequential identifier for ordering.
创建日期Timestamp when the event was created.
最后修改日期Timestamp of the last modification (nullable).
版本Version of the audit event record.
状态Internal lifecycle state of the event.
状态Outcome of the event (numeric enum).
事件类型Identifier of the action performed.
EventSourceIdentifier of the product or system emitting the event.
EventTargetIdentifier of the event category.
EventDetailsEmbedded JSON with event-specific details (see below).
ServiceNameHuman-readable name of the emitting service.
ClientInfoEmbedded JSON with IpAddress and IpCountry.
ActorIdUnique identifier of the actor.
ActorNameDisplay name of the actor.
ActorEmailEmail of the actor (nullable).
ActorDetailsEmbedded JSON with metadata describing the actor.
组织 IDOrganization identifier.
组织名称Organization name.
租户 IDTenant identifier (nullable for organization-level events).
租户名称Tenant name (nullable for organization-level events).
原始Infrastructure or regional origin of the event.
EventDetails fields by service

The EventDetails field is a JSON string whose structure depends on the emitting service.

Identity / Authentication events:

字段描述
User.IdIdentifier of the user.
User.DisplayNameUser display name.
User.EmailUser email.
User.TypeUser type (enum).
LoginMethodAuthentication method.
ClientIdOAuth client identifier.
作用域Granted or requested scopes.

Apps events:

字段描述
appIdUnique app identifier.
appNameApplication name.
appTypeType of application.
版本Application version.
描述App description.
folderNameFolder containing the app.
isActionAppWhether the app is an action app.
isPublicAppWhether the app is publicly visible.

Integration Service events:

字段描述
ConnectionIdIntegration connection identifier.
ConnectionNameName of the connection.
连接器Connector display name.
ConnectorKeyUnique connector key.

Admin / Policy events:

字段描述
PolicyIdPolicy identifier.
PolicyNamePolicy name.
CreatedPolicyPolicy creation metadata.
DeletedPolicyPolicy deletion metadata.
ModifiedFieldsFields changed during the update.

License Resource Manager events:

字段描述
ProductNameLicensed product name.
OldQuantityPrevious license quantity.
NewQuantityUpdated license quantity.
租户 IDAffected tenant.
租户名称Affected tenant name.
AdminNameAdministrator who performed the change.

Data Service (DataFabric) events:

字段描述
EntityIdIdentifier of the DataFabric entity.
EntityNameName of the entity.
RecordIdIdentifier of the affected record.
changedPropertiesProperties modified by the operation.
时间戳DataFabric-specific event timestamp.
Example: Audit log event
{
  "LocalId": 158693,
  "State": 0,
  "LastModified": null,
  "Version": 1,
  "Id": "6cfeca16-2f9f-4ca1-8d06-be64003df865",
  "CreatedOn": "2026-01-10T16:15:46.5597482",
  "OrganizationId": "2511e08f-6fa5-40af-b4bb-ef3f077cb7a1",
  "OrganizationName": "2511e08f-6fa5-40af-b4bb-ef3f077cb7a1",
  "TenantId": null,
  "TenantName": null,
  "ActorId": "810e5c03-8284-47d4-a0b8-da238ee636e6",
  "ActorName": "System Administrator",
  "ActorEmail": null,
  "ActorDetails": "{\"Type\":1}",
  "EventType": "4ffc49e7-15b1-4c31-ba2d-a6dcdce716e7",
  "EventSource": "80c7a790-c3a8-4077-b4a4-fe6f9f947855",
  "EventTarget": "738aa382-1e14-48c8-a296-2868a1e5a22a",
  "EventDetails": "{\"User\":{\"Id\":\"1f8292e0-c86c-4bb3-b3bc-f9cebe546bbd\",\"DisplayName\":\"Test User\",\"Email\":\"[email protected]\",\"Type\":0}}",
  "ServiceName": "Identity",
  "Status": 0,
  "ClientInfo": null,
  "Origin": "alp-wus2-01-platform"
}
{
  "LocalId": 158693,
  "State": 0,
  "LastModified": null,
  "Version": 1,
  "Id": "6cfeca16-2f9f-4ca1-8d06-be64003df865",
  "CreatedOn": "2026-01-10T16:15:46.5597482",
  "OrganizationId": "2511e08f-6fa5-40af-b4bb-ef3f077cb7a1",
  "OrganizationName": "2511e08f-6fa5-40af-b4bb-ef3f077cb7a1",
  "TenantId": null,
  "TenantName": null,
  "ActorId": "810e5c03-8284-47d4-a0b8-da238ee636e6",
  "ActorName": "System Administrator",
  "ActorEmail": null,
  "ActorDetails": "{\"Type\":1}",
  "EventType": "4ffc49e7-15b1-4c31-ba2d-a6dcdce716e7",
  "EventSource": "80c7a790-c3a8-4077-b4a4-fe6f9f947855",
  "EventTarget": "738aa382-1e14-48c8-a296-2868a1e5a22a",
  "EventDetails": "{\"User\":{\"Id\":\"1f8292e0-c86c-4bb3-b3bc-f9cebe546bbd\",\"DisplayName\":\"Test User\",\"Email\":\"[email protected]\",\"Type\":0}}",
  "ServiceName": "Identity",
  "Status": 0,
  "ClientInfo": null,
  "Origin": "alp-wus2-01-platform"
}

OTEL Trace exports

Agent and Maestro traces are exported in OpenTelemetry (OTEL) format. Each execution generates a tree of spans — one root span per agent or Maestro run, with child spans for each LLM call, tool call, and guardrail evaluation.

OTEL span fields

OTEL Field描述
traceIdTrace identifier. Groups all spans belonging to one execution.
spanIdUnique identifier for this span.
parentSpanIdParent span identifier. Empty string for root spans.
nameHuman-readable span name (for example, Agent run - googlesearch, LLM call).
kindSpan kind: SPAN_KIND_INTERNAL or SPAN_KIND_CLIENT.
startTimeUnixNanoSpan start time in Unix nanoseconds.
endTimeUnixNanoSpan end time in Unix nanoseconds.
status.codeExecution status: STATUS_CODE_OK or STATUS_CODE_ERROR.
status.messageStatus message (empty string when no error).
attributes.*Span attributes flattened using dot notation (see below).

UiPath attribute mapping

UiPath's internal trace fields map to OTEL attributes as follows:

UiPath 字段OTEL attribute注意
IDspan_idUnique span identifier.
追踪 IDtrace_idTrace identifier.
ParentIdparent_span_idNull for root spans.
名称nameSpan name.
开始时间start_time_unix_nanoConverted to Unix nanoseconds.
结束时间end_time_unix_nanoConverted to Unix nanoseconds.
状态status.code1 = OK, 2 = ERROR.
属性attributesJSON string parsed into key-value pairs using dot notation.
SpanType, OrganizationId, TenantId, FolderKey, JobKey, ProcessKey, Source, VerbosityLevelattributes.uipath.*All UiPath metadata fields.

Span attribute types

The Attributes field in UiPath's internal schema contains a JSON string that is parsed and flattened into OTEL span attributes using dot notation. The structure depends on the span type.

agentRun attributes (attributes.type = "agentRun"):

属性描述
type, agentId, agentName, agentVersionAgent identity fields.
systemPrompt, userPromptAgent prompts.
inputSchema, outputSchemaInput and output schemas.
input, output, sourceExecution inputs, outputs, and trigger source.
errorError details, if present.

completion attributes (attributes.type = "completion"):

属性描述
type, modelSpan type and LLM model identifier.
settings.maxTokens, settings.temperatureLLM settings.
toolCallsArray of tool calls made during completion.
usage.completionTokens, usage.promptTokens, usage.totalTokensToken usage.
usage.isByoExecution, usage.executionDeploymentType, usage.isPiiMaskedExecution metadata.
errorError details, if present.

toolCall attributes (attributes.type = "toolCall"):

属性描述
type, callId, toolNameTool call identity.
arguments, toolTypeCall arguments and tool type.
结果Tool call result.
errorError details, if present.

toolGuardrailEvaluation attributes (attributes.type = "toolGuardrailEvaluation"):

属性描述
type, guardrailName, guardrailDescriptionGuardrail identity.
guardrailAction, details, actionGuardrail action and outcome.
arguments, resultEvaluation inputs and result.
severityLevelSeverity classification.
errorError details, if present.

Export limits

上限
Max individual attribute value32 KB
Max total attributes per span256 KB
Max OTLP batch size~1 MB (protobuf)
File attachmentsMetadata only (ID, filename, MIME type). File content is not exported.
Example: OTEL trace (four spans for one agent run)
[
  {
    "traceId": "10f78499ce774eaba05699f234e1c75d",
    "spanId": "a4bd5687817248fc",
    "parentSpanId": "",
    "name": "Agent run - googlesearch",
    "kind": "SPAN_KIND_INTERNAL",
    "startTimeUnixNano": "1728000235632009500",
    "endTimeUnixNano": "1728000248153231700",
    "attributes.type": "agentRun",
    "attributes.agentId": "80a61442-d3e1-4d10-966e-47e0bccc707d",
    "attributes.agentName": "googlesearch",
    "attributes.agentVersion": "1.0.0",
    "attributes.input.search_query": "google",
    "attributes.output.summary": "The search results for 'Google' include the official Google homepage.",
    "attributes.source": "playground",
    "attributes.uipath.organization_id": "9568beba-50a8-49d1-801e-f2d1711089fd",
    "attributes.uipath.tenant_id": "86011afe-5252-4e44-8805-b3430072d040",
    "attributes.uipath.span_type": "agentRun",
    "status.code": "STATUS_CODE_OK",
    "status.message": ""
  },
  {
    "traceId": "10f78499ce774eaba05699f234e1c75d",
    "spanId": "4c10aa5169c44a17",
    "parentSpanId": "a4bd5687817248fc",
    "name": "LLM call",
    "kind": "SPAN_KIND_CLIENT",
    "startTimeUnixNano": "1728000238084433000",
    "endTimeUnixNano": "1728000245772907200",
    "attributes.type": "completion",
    "attributes.model": "gpt-4o-2024-11-20",
    "attributes.settings.maxTokens": 16384,
    "attributes.settings.temperature": 0,
    "attributes.usage.completionTokens": 491,
    "attributes.usage.promptTokens": 1110,
    "attributes.usage.totalTokens": 1601,
    "attributes.uipath.span_type": "completion",
    "status.code": "STATUS_CODE_OK",
    "status.message": ""
  },
  {
    "traceId": "10f78499ce774eaba05699f234e1c75d",
    "spanId": "0fde078a923d484e",
    "parentSpanId": "4c10aa5169c44a17",
    "name": "LLM",
    "kind": "SPAN_KIND_CLIENT",
    "startTimeUnixNano": "1728000238979846800",
    "endTimeUnixNano": "1728000245095082400",
    "attributes.type": "completion",
    "attributes.model": "gpt-4o-2024-11-20",
    "attributes.uipath.span_type": "completion",
    "status.code": "STATUS_CODE_OK",
    "status.message": ""
  },
  {
    "traceId": "10f78499ce774eaba05699f234e1c75d",
    "spanId": "7fc828f5295d4788",
    "parentSpanId": "a4bd5687817248fc",
    "name": "Agent output",
    "kind": "SPAN_KIND_INTERNAL",
    "startTimeUnixNano": "1728000246820034400",
    "endTimeUnixNano": "1728000246820034400",
    "attributes.type": "agentOutput",
    "attributes.output.summary": "The search results for 'Google' include the official Google homepage.",
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