Google Cloud Dataflow Agentic Access

x-agentic-access generated

Google Cloud Dataflow exposes 29 API operations that an AI agent could call, of which 14 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: 15 read, 13 write, and 1 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.

Apache BeamBatch ProcessingBig DataData ProcessingETLStream Processing

Operations: 29 Acting: 14 Human-in-the-loop: 0 Method: generated

By consequence

read 15 write 13 physical 1

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
POST	/v1b3/projects/{projectId}/locations/{location}/jobs/{jobId}/debug/sendCapture	physical	conditional

Source

Agentic Access

generated: '2026-07-15'
method: generated
source: openapi/google-cloud-dataflow-api-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: 29
  by_action_class:
    connected: 15
    acting: 14
  by_consequence:
    read: 15
    write: 13
    physical: 1
  human_in_the_loop_required: 0
operations:
- path: /v1b3/projects/{projectId}/jobs:aggregated
  method: get
  operationId: listAggregatedJobs
  x-agentic-access:
    action-class: connected
    consequence: read
    subject: optional
    token:
      max-ttl: 3600
    audit: none
- path: /v1b3/projects/{projectId}/jobs
  method: get
  operationId: listProjectJobs
  x-agentic-access:
    action-class: connected
    consequence: read
    subject: optional
    token:
      max-ttl: 3600
    audit: none
- path: /v1b3/projects/{projectId}/jobs
  method: post
  operationId: createProjectJob
  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: /v1b3/projects/{projectId}/jobs/{jobId}
  method: get
  operationId: getProjectJob
  x-agentic-access:
    action-class: connected
    consequence: read
    subject: optional
    token:
      max-ttl: 3600
    audit: none
- path: /v1b3/projects/{projectId}/jobs/{jobId}
  method: put
  operationId: updateProjectJob
  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: /v1b3/projects/{projectId}/jobs/{jobId}:snapshot
  method: post
  operationId: snapshotProjectJob
  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: /v1b3/projects/{projectId}/jobs/{jobId}/metrics
  method: get
  operationId: getProjectJobMetrics
  x-agentic-access:
    action-class: connected
    consequence: read
    subject: optional
    token:
      max-ttl: 3600
    audit: none
- path: /v1b3/projects/{projectId}/jobs/{jobId}/messages
  method: get
  operationId: listProjectJobMessages
  x-agentic-access:
    action-class: connected
    consequence: read
    subject: optional
    token:
      max-ttl: 3600
    audit: none
- path: /v1b3/projects/{projectId}/locations/{location}/jobs
  method: get
  operationId: listLocationJobs
  x-agentic-access:
    action-class: connected
    consequence: read
    subject: optional
    token:
      max-ttl: 3600
    audit: none
- path: /v1b3/projects/{projectId}/locations/{location}/jobs
  method: post
  operationId: createLocationJob
  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: /v1b3/projects/{projectId}/locations/{location}/jobs/{jobId}
  method: get
  operationId: getLocationJob
  x-agentic-access:
    action-class: connected
    consequence: read
    subject: optional
    token:
      max-ttl: 3600
    audit: none
- path: /v1b3/projects/{projectId}/locations/{location}/jobs/{jobId}
  method: put
  operationId: updateLocationJob
  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: /v1b3/projects/{projectId}/locations/{location}/jobs/{jobId}:snapshot
  method: post
  operationId: snapshotLocationJob
  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: /v1b3/projects/{projectId}/locations/{location}/jobs/{jobId}/metrics
  method: get
  operationId: getLocationJobMetrics
  x-agentic-access:
    action-class: connected
    consequence: read
    subject: optional
    token:
      max-ttl: 3600
    audit: none
- path: /v1b3/projects/{projectId}/locations/{location}/jobs/{jobId}/messages
  method: get
  operationId: listLocationJobMessages
  x-agentic-access:
    action-class: connected
    consequence: read
    subject: optional
    token:
      max-ttl: 3600
    audit: none
- path: /v1b3/projects/{projectId}/locations/{location}/jobs/{jobId}/executionDetails
  method: get
  operationId: getLocationJobExecutionDetails
  x-agentic-access:
    action-class: connected
    consequence: read
    subject: optional
    token:
      max-ttl: 3600
    audit: none
- path: /v1b3/projects/{projectId}/locations/{location}/jobs/{jobId}/stages/{stageId}/executionDetails
  method: get
  operationId: getLocationJobStageExecutionDetails
  x-agentic-access:
    action-class: connected
    consequence: read
    subject: optional
    token:
      max-ttl: 3600
    audit: none
- path: /v1b3/projects/{projectId}/locations/{location}/snapshots/{snapshotId}
  method: get
  operationId: getLocationSnapshot
  x-agentic-access:
    action-class: connected
    consequence: read
    subject: optional
    token:
      max-ttl: 3600
    audit: none
- path: /v1b3/projects/{projectId}/locations/{location}/snapshots/{snapshotId}
  method: delete
  operationId: deleteLocationSnapshot
  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: /v1b3/projects/{projectId}/locations/{location}/snapshots
  method: get
  operationId: listLocationSnapshots
  x-agentic-access:
    action-class: connected
    consequence: read
    subject: optional
    token:
      max-ttl: 3600
    audit: none
- path: /v1b3/projects/{projectId}/locations/{location}/jobs/{jobId}/debug/getConfig
  method: post
  operationId: getLocationJobDebugConfig
  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: /v1b3/projects/{projectId}/locations/{location}/jobs/{jobId}/debug/sendCapture
  method: post
  operationId: sendLocationJobDebugCapture
  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: /v1b3/projects/{projectId}/locations/{location}/flexTemplates:launch
  method: post
  operationId: launchLocationFlexTemplate
  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: /v1b3/projects/{projectId}/locations/{location}/templates
  method: post
  operationId: createLocationJobFromTemplate
  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: /v1b3/projects/{projectId}/locations/{location}/templates:get
  method: get
  operationId: getLocationTemplate
  x-agentic-access:
    action-class: connected
    consequence: read
    subject: optional
    token:
      max-ttl: 3600
    audit: none
- path: /v1b3/projects/{projectId}/locations/{location}/templates:launch
  method: post
  operationId: launchLocationTemplate
  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: /v1b3/projects/{projectId}/templates
  method: post
  operationId: createProjectJobFromTemplate
  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: /v1b3/projects/{projectId}/templates:get
  method: get
  operationId: getProjectTemplate
  x-agentic-access:
    action-class: connected
    consequence: read
    subject: optional
    token:
      max-ttl: 3600
    audit: none
- path: /v1b3/projects/{projectId}/templates:launch
  method: post
  operationId: launchProjectTemplate
  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