Kubeflow · Agentic Access

Kubeflow Agentic Access

x-agentic-access generated

Kubeflow exposes 13 API operations that an AI agent could call, of which 5 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: 8 read and 5 write.

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.

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Operations: 13 Acting: 5 Human-in-the-loop: 0 Method: generated

By consequence

read 8 write 5

Source

Agentic Access

generated: '2026-07-15'
method: generated
source: openapi/kubeflow-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: 13
  by_action_class:
    connected: 8
    acting: 5
  by_consequence:
    read: 8
    write: 5
  human_in_the_loop_required: 0
operations:
- path: /apis/v2beta1/healthz
  method: get
  operationId: getHealthz
  x-agentic-access:
    action-class: connected
    consequence: read
    subject: optional
    token:
      max-ttl: 3600
    audit: none
- path: /apis/v2beta1/auth
  method: get
  operationId: authorize
  x-agentic-access:
    action-class: connected
    consequence: read
    subject: optional
    token:
      max-ttl: 3600
    audit: none
- path: /apis/v2beta1/experiments
  method: get
  operationId: listExperiments
  x-agentic-access:
    action-class: connected
    consequence: read
    subject: optional
    token:
      max-ttl: 3600
    audit: none
- path: /apis/v2beta1/experiments
  method: post
  operationId: createExperiment
  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: /apis/v2beta1/experiments/{experiment_id}
  method: get
  operationId: getExperiment
  x-agentic-access:
    action-class: connected
    consequence: read
    subject: optional
    token:
      max-ttl: 3600
    audit: none
- path: /apis/v2beta1/experiments/{experiment_id}
  method: delete
  operationId: deleteExperiment
  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: /apis/v2beta1/pipelines
  method: get
  operationId: listPipelines
  x-agentic-access:
    action-class: connected
    consequence: read
    subject: optional
    token:
      max-ttl: 3600
    audit: none
- path: /apis/v2beta1/pipelines
  method: post
  operationId: createPipeline
  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: /apis/v2beta1/pipelines/{pipeline_id}
  method: get
  operationId: getPipeline
  x-agentic-access:
    action-class: connected
    consequence: read
    subject: optional
    token:
      max-ttl: 3600
    audit: none
- path: /apis/v2beta1/pipelines/{pipeline_id}
  method: delete
  operationId: deletePipeline
  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: /apis/v2beta1/pipelines/{pipeline_id}/versions
  method: get
  operationId: listPipelineVersions
  x-agentic-access:
    action-class: connected
    consequence: read
    subject: optional
    token:
      max-ttl: 3600
    audit: none
- path: /apis/v2beta1/pipelines/{pipeline_id}/versions
  method: post
  operationId: createPipelineVersion
  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: /apis/v2beta1/runs
  method: get
  operationId: listRuns
  x-agentic-access:
    action-class: connected
    consequence: read
    subject: optional
    token:
      max-ttl: 3600
    audit: none