Langfuse · Agentic Access
Langfuse Agentic Access

x-agentic-access generated
Langfuse exposes 96 API operations that an AI agent could call, of which 46 are state-changing ‘acting’ operations. This is a recommended x-agentic-access execution contract — the scope, audience, consequence tier, short-lived token constraints, and escalation each action should carry before it is handed to an autonomous agent.
By consequence: 50 read, 42 write, and 4 physical.
Contracts are classified heuristically from the provider’s OpenAPI and refresh on every APIs.io network build; audience is bound per deployment. The model follows Curity’s Access Intelligence (apidays Munich 2026). Browse every provider’s agent contracts at agentic-access.apis.io.
AILLMObservabilityOpen SourceEvaluations
Operations: 96 Acting: 46 Human-in-the-loop: 0 Method: generated
By consequence

read 50 write 42 physical 4
Highest-consequence actions

The physical and safety-critical operations an agent could invoke — the ones that most warrant scoped tokens, tight TTLs, and escalation. Full per-operation contracts are in the source below.
Method	Path	Consequence	Human-in-loop
PUT	/api/public/organizations/memberships	physical	conditional
DELETE	/api/public/organizations/memberships	physical	conditional
PUT	/api/public/projects/{projectId}/memberships	physical	conditional
DELETE	/api/public/projects/{projectId}/memberships	physical	conditional
Source

Agentic Access

generated: '2026-07-15'
method: generated
source: openapi/langfuse-openapi.yml
description: Recommended x-agentic-access execution contracts, classified heuristically from
  the OpenAPI. A governance starting point for exposing this API to AI agents — review and bind
  audience per deployment. See research/curity/agentic-governance/.
summary:
  operations: 96
  by_action_class:
    connected: 50
    acting: 46
  by_consequence:
    read: 50
    write: 42
    physical: 4
  human_in_the_loop_required: 0
operations:
- path: /api/public/annotation-queues
  method: get
  operationId: annotationQueues_listQueues
  x-agentic-access:
    action-class: connected
    consequence: read
    subject: optional
    token:
      max-ttl: 3600
    audit: none
- path: /api/public/annotation-queues
  method: post
  operationId: annotationQueues_createQueue
  x-agentic-access:
    action-class: acting
    consequence: write
    subject: required
    audience: null
    token:
      max-ttl: 900
    escalation:
      human-in-the-loop: conditional
      triggers:
      - abnormal
      - high-value
    audit: required
- path: /api/public/annotation-queues/{queueId}
  method: get
  operationId: annotationQueues_getQueue
  x-agentic-access:
    action-class: connected
    consequence: read
    subject: optional
    token:
      max-ttl: 3600
    audit: none
- path: /api/public/annotation-queues/{queueId}/items
  method: get
  operationId: annotationQueues_listQueueItems
  x-agentic-access:
    action-class: connected
    consequence: read
    subject: optional
    token:
      max-ttl: 3600
    audit: none
- path: /api/public/annotation-queues/{queueId}/items
  method: post
  operationId: annotationQueues_createQueueItem
  x-agentic-access:
    action-class: acting
    consequence: write
    subject: required
    audience: null
    token:
      max-ttl: 900
    escalation:
      human-in-the-loop: conditional
      triggers:
      - abnormal
      - high-value
    audit: required
- path: /api/public/annotation-queues/{queueId}/items/{itemId}
  method: get
  operationId: annotationQueues_getQueueItem
  x-agentic-access:
    action-class: connected
    consequence: read
    subject: optional
    token:
      max-ttl: 3600
    audit: none
- path: /api/public/annotation-queues/{queueId}/items/{itemId}
  method: patch
  operationId: annotationQueues_updateQueueItem
  x-agentic-access:
    action-class: acting
    consequence: write
    subject: required
    audience: null
    token:
      max-ttl: 900
    escalation:
      human-in-the-loop: conditional
      triggers:
      - abnormal
      - high-value
    audit: required
- path: /api/public/annotation-queues/{queueId}/items/{itemId}
  method: delete
  operationId: annotationQueues_deleteQueueItem
  x-agentic-access:
    action-class: acting
    consequence: write
    subject: required
    audience: null
    token:
      max-ttl: 900
    escalation:
      human-in-the-loop: conditional
      triggers:
      - abnormal
      - high-value
    audit: required
- path: /api/public/annotation-queues/{queueId}/assignments
  method: post
  operationId: annotationQueues_createQueueAssignment
  x-agentic-access:
    action-class: acting
    consequence: write
    subject: required
    audience: null
    token:
      max-ttl: 900
    escalation:
      human-in-the-loop: conditional
      triggers:
      - abnormal
      - high-value
    audit: required
- path: /api/public/annotation-queues/{queueId}/assignments
  method: delete
  operationId: annotationQueues_deleteQueueAssignment
  x-agentic-access:
    action-class: acting
    consequence: write
    subject: required
    audience: null
    token:
      max-ttl: 900
    escalation:
      human-in-the-loop: conditional
      triggers:
      - abnormal
      - high-value
    audit: required
- path: /api/public/integrations/blob-storage
  method: get
  operationId: blobStorageIntegrations_getBlobStorageIntegrations
  x-agentic-access:
    action-class: connected
    consequence: read
    subject: optional
    token:
      max-ttl: 3600
    audit: none
- path: /api/public/integrations/blob-storage
  method: put
  operationId: blobStorageIntegrations_upsertBlobStorageIntegration
  x-agentic-access:
    action-class: acting
    consequence: write
    subject: required
    audience: null
    token:
      max-ttl: 900
    escalation:
      human-in-the-loop: conditional
      triggers:
      - abnormal
      - high-value
    audit: required
- path: /api/public/integrations/blob-storage/{id}
  method: get
  operationId: blobStorageIntegrations_getBlobStorageIntegrationStatus
  x-agentic-access:
    action-class: connected
    consequence: read
    subject: optional
    token:
      max-ttl: 3600
    audit: none
- path: /api/public/integrations/blob-storage/{id}
  method: delete
  operationId: blobStorageIntegrations_deleteBlobStorageIntegration
  x-agentic-access:
    action-class: acting
    consequence: write
    subject: required
    audience: null
    token:
      max-ttl: 900
    escalation:
      human-in-the-loop: conditional
      triggers:
      - abnormal
      - high-value
    audit: required
- path: /api/public/comments
  method: post
  operationId: comments_create
  x-agentic-access:
    action-class: acting
    consequence: write
    subject: required
    audience: null
    token:
      max-ttl: 900
    escalation:
      human-in-the-loop: conditional
      triggers:
      - abnormal
      - high-value
    audit: required
- path: /api/public/comments
  method: get
  operationId: comments_get
  x-agentic-access:
    action-class: connected
    consequence: read
    subject: optional
    token:
      max-ttl: 3600
    audit: none
- path: /api/public/comments/{commentId}
  method: get
  operationId: comments_get-by-id
  x-agentic-access:
    action-class: connected
    consequence: read
    subject: optional
    token:
      max-ttl: 3600
    audit: none
- path: /api/public/dataset-items
  method: post
  operationId: datasetItems_create
  x-agentic-access:
    action-class: acting
    consequence: write
    subject: required
    audience: null
    token:
      max-ttl: 900
    escalation:
      human-in-the-loop: conditional
      triggers:
      - abnormal
      - high-value
    audit: required
- path: /api/public/dataset-items
  method: get
  operationId: datasetItems_list
  x-agentic-access:
    action-class: connected
    consequence: read
    subject: optional
    token:
      max-ttl: 3600
    audit: none
- path: /api/public/dataset-items/{id}
  method: get
  operationId: datasetItems_get
  x-agentic-access:
    action-class: connected
    consequence: read
    subject: optional
    token:
      max-ttl: 3600
    audit: none
- path: /api/public/dataset-items/{id}
  method: delete
  operationId: datasetItems_delete
  x-agentic-access:
    action-class: acting
    consequence: write
    subject: required
    audience: null
    token:
      max-ttl: 900
    escalation:
      human-in-the-loop: conditional
      triggers:
      - abnormal
      - high-value
    audit: required
- path: /api/public/dataset-run-items
  method: post
  operationId: datasetRunItems_create
  x-agentic-access:
    action-class: acting
    consequence: write
    subject: required
    audience: null
    token:
      max-ttl: 900
    escalation:
      human-in-the-loop: conditional
      triggers:
      - abnormal
      - high-value
    audit: required
- path: /api/public/dataset-run-items
  method: get
  operationId: datasetRunItems_list
  x-agentic-access:
    action-class: connected
    consequence: read
    subject: optional
    token:
      max-ttl: 3600
    audit: none
- path: /api/public/v2/datasets
  method: get
  operationId: datasets_list
  x-agentic-access:
    action-class: connected
    consequence: read
    subject: optional
    token:
      max-ttl: 3600
    audit: none
- path: /api/public/v2/datasets
  method: post
  operationId: datasets_create
  x-agentic-access:
    action-class: acting
    consequence: write
    subject: required
    audience: null
    token:
      max-ttl: 900
    escalation:
      human-in-the-loop: conditional
      triggers:
      - abnormal
      - high-value
    audit: required
- path: /api/public/v2/datasets/{datasetName}
  method: get
  operationId: datasets_get
  x-agentic-access:
    action-class: connected
    consequence: read
    subject: optional
    token:
      max-ttl: 3600
    audit: none
- path: /api/public/datasets/{datasetName}/runs/{runName}
  method: get
  operationId: datasets_getRun
  x-agentic-access:
    action-class: connected
    consequence: read
    subject: optional
    token:
      max-ttl: 3600
    audit: none
- path: /api/public/datasets/{datasetName}/runs/{runName}
  method: delete
  operationId: datasets_deleteRun
  x-agentic-access:
    action-class: acting
    consequence: write
    subject: required
    audience: null
    token:
      max-ttl: 900
    escalation:
      human-in-the-loop: conditional
      triggers:
      - abnormal
      - high-value
    audit: required
- path: /api/public/datasets/{datasetName}/runs
  method: get
  operationId: datasets_getRuns
  x-agentic-access:
    action-class: connected
    consequence: read
    subject: optional
    token:
      max-ttl: 3600
    audit: none
- path: /api/public/health
  method: get
  operationId: health_health
  x-agentic-access:
    action-class: connected
    consequence: read
    subject: optional
    token:
      max-ttl: 3600
    audit: none
- path: /api/public/ingestion
  method: post
  operationId: ingestion_batch
  x-agentic-access:
    action-class: acting
    consequence: write
    subject: required
    audience: null
    token:
      max-ttl: 900
    escalation:
      human-in-the-loop: conditional
      triggers:
      - abnormal
      - high-value
    audit: required
- path: /api/public/metrics
  method: get
  operationId: legacy_metricsV1_metrics
  x-agentic-access:
    action-class: connected
    consequence: read
    subject: optional
    token:
      max-ttl: 3600
    audit: none
- path: /api/public/observations/{observationId}
  method: get
  operationId: legacy_observationsV1_get
  x-agentic-access:
    action-class: connected
    consequence: read
    subject: optional
    token:
      max-ttl: 3600
    audit: none
- path: /api/public/observations
  method: get
  operationId: legacy_observationsV1_getMany
  x-agentic-access:
    action-class: connected
    consequence: read
    subject: optional
    token:
      max-ttl: 3600
    audit: none
- path: /api/public/scores
  method: post
  operationId: legacy_scoreV1_create
  x-agentic-access:
    action-class: acting
    consequence: write
    subject: required
    audience: null
    token:
      max-ttl: 900
    escalation:
      human-in-the-loop: conditional
      triggers:
      - abnormal
      - high-value
    audit: required
- path: /api/public/scores/{scoreId}
  method: delete
  operationId: legacy_scoreV1_delete
  x-agentic-access:
    action-class: acting
    consequence: write
    subject: required
    audience: null
    token:
      max-ttl: 900
    escalation:
      human-in-the-loop: conditional
      triggers:
      - abnormal
      - high-value
    audit: required
- path: /api/public/llm-connections
  method: get
  operationId: llmConnections_list
  x-agentic-access:
    action-class: connected
    consequence: read
    subject: optional
    token:
      max-ttl: 3600
    audit: none
- path: /api/public/llm-connections
  method: put
  operationId: llmConnections_upsert
  x-agentic-access:
    action-class: acting
    consequence: write
    subject: required
    audience: null
    token:
      max-ttl: 900
    escalation:
      human-in-the-loop: conditional
      triggers:
      - abnormal
      - high-value
    audit: required
- path: /api/public/llm-connections/{id}
  method: delete
  operationId: llmConnections_delete
  x-agentic-access:
    action-class: acting
    consequence: write
    subject: required
    audience: null
    token:
      max-ttl: 900
    escalation:
      human-in-the-loop: conditional
      triggers:
      - abnormal
      - high-value
    audit: required
- path: /api/public/media/{mediaId}
  method: get
  operationId: media_get
  x-agentic-access:
    action-class: connected
    consequence: read
    subject: optional
    token:
      max-ttl: 3600
    audit: none
- path: /api/public/media/{mediaId}
  method: patch
  operationId: media_patch
  x-agentic-access:
    action-class: acting
    consequence: write
    subject: required
    audience: null
    token:
      max-ttl: 900
    escalation:
      human-in-the-loop: conditional
      triggers:
      - abnormal
      - high-value
    audit: required
- path: /api/public/media
  method: post
  operationId: media_getUploadUrl
  x-agentic-access:
    action-class: acting
    consequence: write
    subject: required
    audience: null
    token:
      max-ttl: 900
    escalation:
      human-in-the-loop: conditional
      triggers:
      - abnormal
      - high-value
    audit: required
- path: /api/public/v2/metrics
  method: get
  operationId: metrics_metrics
  x-agentic-access:
    action-class: connected
    consequence: read
    subject: optional
    token:
      max-ttl: 3600
    audit: none
- path: /api/public/models
  method: post
  operationId: models_create
  x-agentic-access:
    action-class: acting
    consequence: write
    subject: required
    audience: null
    token:
      max-ttl: 900
    escalation:
      human-in-the-loop: conditional
      triggers:
      - abnormal
      - high-value
    audit: required
- path: /api/public/models
  method: get
  operationId: models_list
  x-agentic-access:
    action-class: connected
    consequence: read
    subject: optional
    token:
      max-ttl: 3600
    audit: none
- path: /api/public/models/{id}
  method: get
  operationId: models_get
  x-agentic-access:
    action-class: connected
    consequence: read
    subject: optional
    token:
      max-ttl: 3600
    audit: none
- path: /api/public/models/{id}
  method: delete
  operationId: models_delete
  x-agentic-access:
    action-class: acting
    consequence: write
    subject: required
    audience: null
    token:
      max-ttl: 900
    escalation:
      human-in-the-loop: conditional
      triggers:
      - abnormal
      - high-value
    audit: required
- path: /api/public/v2/observations
  method: get
  operationId: observations_getMany
  x-agentic-access:
    action-class: connected
    consequence: read
    subject: optional
    token:
      max-ttl: 3600
    audit: none
- path: /api/public/otel/v1/traces
  method: post
  operationId: opentelemetry_exportTraces
  x-agentic-access:
    action-class: acting
    consequence: write
    subject: required
    audience: null
    token:
      max-ttl: 900
    escalation:
      human-in-the-loop: conditional
      triggers:
      - abnormal
      - high-value
    audit: required
- path: /api/public/organizations/memberships
  method: get
  operationId: organizations_getOrganizationMemberships
  x-agentic-access:
    action-class: connected
    consequence: read
    subject: optional
    token:
      max-ttl: 3600
    audit: none
- path: /api/public/organizations/memberships
  method: put
  operationId: organizations_updateOrganizationMembership
  x-agentic-access:
    action-class: acting
    consequence: physical
    subject: required
    audience: null
    token:
      max-ttl: 300
      exchange: true
      purpose-required: true
    escalation:
      human-in-the-loop: conditional
      triggers:
      - abnormal
      - high-value
    audit: required
- path: /api/public/organizations/memberships
  method: delete
  operationId: organizations_deleteOrganizationMembership
  x-agentic-access:
    action-class: acting
    consequence: physical
    subject: required
    audience: null
    token:
      max-ttl: 300
      exchange: true
      purpose-required: true
    escalation:
      human-in-the-loop: conditional
      triggers:
      - abnormal
      - high-value
    audit: required
- path: /api/public/projects/{projectId}/memberships
  method: get
  operationId: organizations_getProjectMemberships
  x-agentic-access:
    action-class: connected
    consequence: read
    subject: optional
    token:
      max-ttl: 3600
    audit: none
- path: /api/public/projects/{projectId}/memberships
  method: put
  operationId: organizations_updateProjectMembership
  x-agentic-access:
    action-class: acting
    consequence: physical
    subject: required
    audience: null
    token:
      max-ttl: 300
      exchange: true
      purpose-required: true
    escalation:
      human-in-the-loop: conditional
      triggers:
      - abnormal
      - high-value
    audit: required
- path: /api/public/projects/{projectId}/memberships
  method: delete
  operationId: organizations_deleteProjectMembership
  x-agentic-access:
    action-class: acting
    consequence: physical
    subject: required
    audience: null
    token:
      max-ttl: 300
      exchange: true
      purpose-required: true
    escalation:
      human-in-the-loop: conditional
      triggers:
      - abnormal
      - high-value
    audit: required
- path: /api/public/organizations/projects
  method: get
  operationId: organizations_getOrganizationProjects
  x-agentic-access:
    action-class: connected
    consequence: read
    subject: optional
    token:
      max-ttl: 3600
    audit: none
- path: /api/public/organizations/apiKeys
  method: get
  operationId: organizations_getOrganizationApiKeys
  x-agentic-access:
    action-class: connected
    consequence: read
    subject: optional
    token:
      max-ttl: 3600
    audit: none
- path: /api/public/projects
  method: get
  operationId: projects_get
  x-agentic-access:
    action-class: connected
    consequence: read
    subject: optional
    token:
      max-ttl: 3600
    audit: none
- path: /api/public/projects
  method: post
  operationId: projects_create
  x-agentic-access:
    action-class: acting
    consequence: write
    subject: required
    audience: null
    token:
      max-ttl: 900
    escalation:
      human-in-the-loop: conditional
      triggers:
      - abnormal
      - high-value
    audit: required
- path: /api/public/projects/{projectId}
  method: put
  operationId: projects_update
  x-agentic-access:
    action-class: acting
    consequence: write
    subject: required
    audience: null
    token:
      max-ttl: 900
    escalation:
      human-in-the-loop: conditional
      triggers:
      - abnormal
      - high-value
    audit: required
- path: /api/public/projects/{projectId}
  method: delete
  operationId: projects_delete
  x-agentic-access:
    action-class: acting
    consequence: write
    subject: required
    audience: null
    token:
      max-ttl: 900
    escalation:
      human-in-the-loop: conditional
      triggers:
      - abnormal
      - high-value
    audit: required
- path: /api/public/projects/{projectId}/apiKeys
  method: get
  operationId: projects_getApiKeys
  x-agentic-access:
    action-class: connected
    consequence: read
    subject: optional
    token:
      max-ttl: 3600
    audit: none
- path: /api/public/projects/{projectId}/apiKeys
  method: post
  operationId: projects_createApiKey
  x-agentic-access:
    action-class: acting
    consequence: write
    subject: required
    audience: null
    token:
      max-ttl: 900
    escalation:
      human-in-the-loop: conditional
      triggers:
      - abnormal
      - high-value
    audit: required
- path: /api/public/projects/{projectId}/apiKeys/{apiKeyId}
  method: delete
  operationId: projects_deleteApiKey
  x-agentic-access:
    action-class: acting
    consequence: write
    subject: required
    audience: null
    token:
      max-ttl: 900
    escalation:
      human-in-the-loop: conditional
      triggers:
      - abnormal
      - high-value
    audit: required
- path: /api/public/v2/prompts/{name}/versions/{version}
  method: patch
  operationId: promptVersion_update
  x-agentic-access:
    action-class: acting
    consequence: write
    subject: required
    audience: null
    token:
      max-ttl: 900
    escalation:
      human-in-the-loop: conditional
      triggers:
      - abnormal
      - high-value
    audit: required
- path: /api/public/v2/prompts/{promptName}
  method: get
  operationId: prompts_get
  x-agentic-access:
    action-class: connected
    consequence: read
    subject: optional
    token:
      max-ttl: 3600
    audit: none
- path: /api/public/v2/prompts/{promptName}
  method: delete
  operationId: prompts_delete
  x-agentic-access:
    action-class: acting
    consequence: write
    subject: required
    audience: null
    token:
      max-ttl: 900
    escalation:
      human-in-the-loop: conditional
      triggers:
      - abnormal
      - high-value
    audit: required
- path: /api/public/v2/prompts
  method: get
  operationId: prompts_list
  x-agentic-access:
    action-class: connected
    consequence: read
    subject: optional
    token:
      max-ttl: 3600
    audit: none
- path: /api/public/v2/prompts
  method: post
  operationId: prompts_create
  x-agentic-access:
    action-class: acting
    consequence: write
    subject: required
    audience: null
    token:
      max-ttl: 900
    escalation:
      human-in-the-loop: conditional
      triggers:
      - abnormal
      - high-value
    audit: required
- path: /api/public/scim/ServiceProviderConfig
  method: get
  operationId: scim_getServiceProviderConfig
  x-agentic-access:
    action-class: connected
    consequence: read
    subject: optional
    token:
      max-ttl: 3600
    audit: none
- path: /api/public/scim/ResourceTypes
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  operationId: scim_getResourceTypes
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    subject: optional
    token:
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    audit: none
- path: /api/public/scim/Schemas
  method: get
  operationId: scim_getSchemas
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    action-class: connected
    consequence: read
    subject: optional
    token:
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    audit: none
- path: /api/public/scim/Users
  method: get
  operationId: scim_listUsers
  x-agentic-access:
    action-class: connected
    consequence: read
    subject: optional
    token:
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    audit: none
- path: /api/public/scim/Users
  method: post
  operationId: scim_createUser
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    subject: required
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    token:
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- path: /api/public/scim/Users/{userId}
  method: get
  operationId: scim_getUser
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    action-class: connected
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    subject: optional
    token:
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- path: /api/public/scim/Users/{userId}
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    token:
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- path: /api/public/score-configs
  method: post
  operationId: scoreConfigs_create
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    token:
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- path: /api/public/score-configs
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- path: /api/public/score-configs/{configId}
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- path: /api/public/score-configs/{configId}
  method: patch
  operationId: scoreConfigs_update
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    token:
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- path: /api/public/v2/scores
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  operationId: scores_get-many
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- path: /api/public/sessions
  method: get
  operationId: sessions_list
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- path: /api/public/sessions/{sessionId}
  method: get
  operationId: sessions_get
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    action-class: connected
    consequence: read
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- path: /api/public/traces/{traceId}
  method: get
  operationId: trace_get
  x-agentic-access:
    action-class: connected
    consequence: read
    subject: optional
    token:
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- path: /api/public/traces/{traceId}
  method: delete
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- path: /api/public/traces
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  operationId: trace_list
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- path: /api/public/traces
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  operationId: trace_deleteMultiple
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  method: post
  operationId: unstable_evaluationRules_create
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    subject: required
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  method: get
  operationId: unstable_evaluationRules_list
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