generated: '2026-07-15' method: generated source: openapi/zenml-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: 25 by_action_class: acting: 7 connected: 18 by_consequence: write: 7 read: 18 human_in_the_loop_required: 0 operations: - path: /login method: post operationId: login 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: /current-user method: get operationId: getCurrentUser x-agentic-access: action-class: connected consequence: read subject: optional token: max-ttl: 3600 audit: none - path: /pipelines method: get operationId: listPipelines x-agentic-access: action-class: connected consequence: read subject: optional token: max-ttl: 3600 audit: none - path: /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: /pipelines/{pipeline_id} method: get operationId: getPipeline x-agentic-access: action-class: connected consequence: read subject: optional token: max-ttl: 3600 audit: none - path: /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: /runs method: get operationId: listPipelineRuns x-agentic-access: action-class: connected consequence: read subject: optional token: max-ttl: 3600 audit: none - path: /runs/{run_id} method: get operationId: getPipelineRun x-agentic-access: action-class: connected consequence: read subject: optional token: max-ttl: 3600 audit: none - path: /stacks method: get operationId: listStacks x-agentic-access: action-class: connected consequence: read subject: optional token: max-ttl: 3600 audit: none - path: /stacks method: post operationId: createStack 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: /stacks/{stack_id} method: get operationId: getStack x-agentic-access: action-class: connected consequence: read subject: optional token: max-ttl: 3600 audit: none - path: /stacks/{stack_id} method: delete operationId: deleteStack 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: /components method: get operationId: listStackComponents x-agentic-access: action-class: connected consequence: read subject: optional token: max-ttl: 3600 audit: none - path: /artifacts method: get operationId: listArtifacts x-agentic-access: action-class: connected consequence: read subject: optional token: max-ttl: 3600 audit: none - path: /artifacts/{artifact_id} method: get operationId: getArtifact x-agentic-access: action-class: connected consequence: read subject: optional token: max-ttl: 3600 audit: none - path: /models method: get operationId: listModels x-agentic-access: action-class: connected consequence: read subject: optional token: max-ttl: 3600 audit: none - path: /models method: post operationId: createModel 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: /model_versions method: get operationId: listModelVersions x-agentic-access: action-class: connected consequence: read subject: optional token: max-ttl: 3600 audit: none - path: /deployments method: get operationId: listDeployments x-agentic-access: action-class: connected consequence: read subject: optional token: max-ttl: 3600 audit: none - path: /schedules method: get operationId: listSchedules x-agentic-access: action-class: connected consequence: read subject: optional token: max-ttl: 3600 audit: none - path: /secrets method: get operationId: listSecrets x-agentic-access: action-class: connected consequence: read subject: optional token: max-ttl: 3600 audit: none - path: /secrets method: post operationId: createSecret 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: /users method: get operationId: listUsers x-agentic-access: action-class: connected consequence: read subject: optional token: max-ttl: 3600 audit: none - path: /projects method: get operationId: listProjects x-agentic-access: action-class: connected consequence: read subject: optional token: max-ttl: 3600 audit: none - path: /service_connectors method: get operationId: listServiceConnectors x-agentic-access: action-class: connected consequence: read subject: optional token: max-ttl: 3600 audit: none