> ## Documentation Index
> Fetch the complete documentation index at: https://docs.labelbox.com/llms.txt
> Use this file to discover all available pages before exploring further.

# Update environment

> Applies a partial update and returns the stored environment; omitted fields keep their current values; a name, when sent, must not be blank or null. Changing from a non-Runs provider to Runs with an absent or {} stored policy requires an explicit network_policy: {"version":"v1","rules":[]} for deny-all or {} for unrestricted egress. A provider is validated only when the request actually names one. Sending setup with an empty script clears the script; omitting setup leaves it. Any change to provider, image, setup (script or timeout), resources, workspace disk size, provider config, variables, retired secret references, mounts, network policy, or effective Docker privilege marks the previous setup verification stale; name, description, metadata, and http_port do not. Call managedAgentsCreateEnvironmentSetupRun separately after the update to re-run setup. Sessions already running keep the spec they started with, so a change takes effect on the next session start. A Runs update that changes or bypasses a nonempty network_policy, or enables privileged Docker, requires expected_access with the network_policy and privileged values from the last environment read. When changing access settings, privileged Docker requires unrestricted internet access (network_policy: {}). A missing access snapshot returns 428; a stale one returns 412. A concurrent configuration edit may return 409; reload and retry. Send Idempotency-Key to make a retry after an ambiguous transport failure replay the original response.



## OpenAPI

````yaml /recursion/openapi.yaml patch /managed-agents/v1/environments/{environmentId}
openapi: 3.1.0
info:
  title: Managed Agents API
  version: 0.14.0
  description: >-
    The Recursion Managed Agents REST API. Authenticate with a Recursion API key
    as a bearer token. An organization-scoped key acts in its own organization
    and needs nothing else; a tenant-scoped key must also send
    `x-organization-id` with an organization id or `default`. Field names follow
    each operation's published schema.
servers:
  - url: https://api.recursion.labelbox.com
security:
  - bearerAuth: []
paths:
  /managed-agents/v1/environments/{environmentId}:
    patch:
      tags:
        - Environments
      summary: Update environment
      description: >-
        Applies a partial update and returns the stored environment; omitted
        fields keep their current values; a name, when sent, must not be blank
        or null. Changing from a non-Runs provider to Runs with an absent or {}
        stored policy requires an explicit network_policy:
        {"version":"v1","rules":[]} for deny-all or {} for unrestricted egress.
        A provider is validated only when the request actually names one.
        Sending setup with an empty script clears the script; omitting setup
        leaves it. Any change to provider, image, setup (script or timeout),
        resources, workspace disk size, provider config, variables, retired
        secret references, mounts, network policy, or effective Docker privilege
        marks the previous setup verification stale; name, description,
        metadata, and http_port do not. Call
        managedAgentsCreateEnvironmentSetupRun separately after the update to
        re-run setup. Sessions already running keep the spec they started with,
        so a change takes effect on the next session start. A Runs update that
        changes or bypasses a nonempty network_policy, or enables privileged
        Docker, requires expected_access with the network_policy and privileged
        values from the last environment read. When changing access settings,
        privileged Docker requires unrestricted internet access (network_policy:
        {}). A missing access snapshot returns 428; a stale one returns 412. A
        concurrent configuration edit may return 409; reload and retry. Send
        Idempotency-Key to make a retry after an ambiguous transport failure
        replay the original response.
      operationId: managedAgentsUpdateEnvironment
      parameters:
        - description: >-
            Environment id (UUID) as returned by managedAgentsCreateEnvironment
            or managedAgentsListEnvironments.
          in: path
          name: environmentId
          required: true
          schema:
            description: >-
              Environment id (UUID) as returned by
              managedAgentsCreateEnvironment or managedAgentsListEnvironments.
            format: uuid
            type: string
        - description: >-
            Replay-protection key in an organization-wide namespace shared by
            keyed mutations. It must contain 1 to 256 visible ASCII characters
            and be sent as exactly one header value. Request identity is the
            exact HTTP method, escaped path, raw query, and raw body bytes. For
            the legacy automation-run route only, the historical fingerprint
            ignores top-level JSON formatting and object-key order and removes
            the retired top-level idempotency_key field. The same request
            replays the original successful response; any different request
            returns 409 idempotency_conflict, and an active matching request
            returns 409 idempotency_in_progress. Completed receipts are retained
            for approximately 24 hours, pending claims may be reclaimed after
            approximately 1 hour, and no deduplication is guaranteed after
            expiry.
          in: header
          name: Idempotency-Key
          schema:
            description: >-
              Replay-protection key in an organization-wide namespace shared by
              keyed mutations. It must contain 1 to 256 visible ASCII characters
              and be sent as exactly one header value. Request identity is the
              exact HTTP method, escaped path, raw query, and raw body bytes.
              For the legacy automation-run route only, the historical
              fingerprint ignores top-level JSON formatting and object-key order
              and removes the retired top-level idempotency_key field. The same
              request replays the original successful response; any different
              request returns 409 idempotency_conflict, and an active matching
              request returns 409 idempotency_in_progress. Completed receipts
              are retained for approximately 24 hours, pending claims may be
              reclaimed after approximately 1 hour, and no deduplication is
              guaranteed after expiry.
            maxLength: 256
            minLength: 1
            pattern: ^[!-~]+$
            type: string
        - $ref: '#/components/parameters/RecursionTenantId'
        - $ref: '#/components/parameters/RecursionOrganizationId'
      requestBody:
        content:
          application/json:
            schema:
              $ref: '#/components/schemas/UpdateEnvironmentRequest'
        required: true
      responses:
        '200':
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Environment'
          description: >-
            A sandbox environment a session executes in: its provider,
            resources, mounts, setup steps and idle/delete lifecycle. Created
            and started independently of any session.
          headers:
            Idempotency-Replayed:
              description: True when this response replays an earlier completed request.
              schema:
                type: boolean
              style: simple
            recursion-organization-id:
              $ref: '#/components/headers/RecursionOrganizationId'
            recursion-tenant-id:
              $ref: '#/components/headers/RecursionTenantId'
        '400':
          description: Bad Request.
          content:
            application/json:
              schema:
                oneOf:
                  - $ref: '#/components/schemas/ManagedAgentsApiErrorInvalidJson'
                  - $ref: '#/components/schemas/ManagedAgentsApiErrorInvalidRequest'
                discriminator:
                  propertyName: code
                  mapping:
                    invalid_json: '#/components/schemas/ManagedAgentsApiErrorInvalidJson'
                    invalid_request: '#/components/schemas/ManagedAgentsApiErrorInvalidRequest'
                x-recursion-error-codes:
                  - invalid_json
                  - invalid_request
          headers:
            recursion-organization-id:
              $ref: '#/components/headers/RecursionOrganizationId'
            recursion-tenant-id:
              $ref: '#/components/headers/RecursionTenantId'
        '401':
          description: Unauthorized.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ManagedAgentsApiErrorUnauthorized'
                x-recursion-error-codes:
                  - unauthorized
          headers:
            recursion-organization-id:
              $ref: '#/components/headers/RecursionOrganizationId'
            recursion-tenant-id:
              $ref: '#/components/headers/RecursionTenantId'
        '403':
          description: Forbidden.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ManagedAgentsApiErrorForbidden'
                x-recursion-error-codes:
                  - forbidden
          headers:
            recursion-organization-id:
              $ref: '#/components/headers/RecursionOrganizationId'
            recursion-tenant-id:
              $ref: '#/components/headers/RecursionTenantId'
        '404':
          description: Not Found.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ManagedAgentsApiErrorNotFound'
                x-recursion-error-codes:
                  - not_found
          headers:
            recursion-organization-id:
              $ref: '#/components/headers/RecursionOrganizationId'
            recursion-tenant-id:
              $ref: '#/components/headers/RecursionTenantId'
        '409':
          headers:
            Retry-After:
              description: >-
                When present, delay in seconds or an HTTP-date after which the
                caller may retry; absence supplies no retry advice.
              schema:
                type: string
              style: simple
            recursion-organization-id:
              $ref: '#/components/headers/RecursionOrganizationId'
            recursion-tenant-id:
              $ref: '#/components/headers/RecursionTenantId'
          description: Conflict.
          content:
            application/json:
              schema:
                oneOf:
                  - $ref: >-
                      #/components/schemas/ManagedAgentsApiErrorIdempotencyConflict
                  - $ref: >-
                      #/components/schemas/ManagedAgentsApiErrorIdempotencyInProgress
                  - $ref: '#/components/schemas/ManagedAgentsApiErrorRevisionConflict'
                discriminator:
                  propertyName: code
                  mapping:
                    idempotency_conflict: >-
                      #/components/schemas/ManagedAgentsApiErrorIdempotencyConflict
                    idempotency_in_progress: >-
                      #/components/schemas/ManagedAgentsApiErrorIdempotencyInProgress
                    revision_conflict: '#/components/schemas/ManagedAgentsApiErrorRevisionConflict'
                x-recursion-error-codes:
                  - idempotency_conflict
                  - idempotency_in_progress
                  - revision_conflict
        '412':
          description: Precondition Failed.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ManagedAgentsApiErrorPreconditionFailed'
                x-recursion-error-codes:
                  - precondition_failed
          headers:
            recursion-organization-id:
              $ref: '#/components/headers/RecursionOrganizationId'
            recursion-tenant-id:
              $ref: '#/components/headers/RecursionTenantId'
        '413':
          description: Payload Too Large.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ManagedAgentsApiErrorPayloadTooLarge'
                x-recursion-error-codes:
                  - payload_too_large
          headers:
            recursion-organization-id:
              $ref: '#/components/headers/RecursionOrganizationId'
            recursion-tenant-id:
              $ref: '#/components/headers/RecursionTenantId'
        '415':
          description: Unsupported Media Type.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ManagedAgentsApiErrorUnsupportedMediaType'
                x-recursion-error-codes:
                  - unsupported_media_type
          headers:
            recursion-organization-id:
              $ref: '#/components/headers/RecursionOrganizationId'
            recursion-tenant-id:
              $ref: '#/components/headers/RecursionTenantId'
        '422':
          description: Unprocessable Entity.
          content:
            application/json:
              schema:
                $ref: >-
                  #/components/schemas/ManagedAgentsApiErrorSandboxProviderDisabled
                x-recursion-error-codes:
                  - sandbox_provider_disabled
          headers:
            recursion-organization-id:
              $ref: '#/components/headers/RecursionOrganizationId'
            recursion-tenant-id:
              $ref: '#/components/headers/RecursionTenantId'
        '428':
          description: Precondition Required.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ManagedAgentsApiErrorPreconditionRequired'
                x-recursion-error-codes:
                  - precondition_required
          headers:
            recursion-organization-id:
              $ref: '#/components/headers/RecursionOrganizationId'
            recursion-tenant-id:
              $ref: '#/components/headers/RecursionTenantId'
        '429':
          headers:
            Retry-After:
              description: When to retry, as delay seconds or an HTTP date.
              schema:
                type: string
            recursion-organization-id:
              $ref: '#/components/headers/RecursionOrganizationId'
            recursion-tenant-id:
              $ref: '#/components/headers/RecursionTenantId'
          description: Too Many Requests.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ManagedAgentsApiErrorRateLimitExceeded'
                x-recursion-error-codes:
                  - rate_limit_exceeded
        '500':
          description: Internal Server Error.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ManagedAgentsApiErrorInternalError'
                x-recursion-error-codes:
                  - internal_error
          headers:
            recursion-organization-id:
              $ref: '#/components/headers/RecursionOrganizationId'
            recursion-tenant-id:
              $ref: '#/components/headers/RecursionTenantId'
        '502':
          description: A dependent service returned an invalid response.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ManagedAgentsApiErrorDependencyFailure'
                x-recursion-error-codes:
                  - bad_gateway
          headers:
            recursion-organization-id:
              $ref: '#/components/headers/RecursionOrganizationId'
            recursion-tenant-id:
              $ref: '#/components/headers/RecursionTenantId'
        '503':
          description: Service Unavailable.
          content:
            application/json:
              schema:
                oneOf:
                  - $ref: >-
                      #/components/schemas/ManagedAgentsApiErrorComputeOfferingsUnavailable
                  - $ref: >-
                      #/components/schemas/ManagedAgentsApiErrorComputeOfferingsUnconfigured
                  - $ref: >-
                      #/components/schemas/ManagedAgentsApiErrorIdempotencyUnavailable
                  - $ref: >-
                      #/components/schemas/ManagedAgentsApiErrorManagedAgentsUnavailable
                  - $ref: >-
                      #/components/schemas/ManagedAgentsApiErrorServiceUnavailable
                discriminator:
                  propertyName: code
                  mapping:
                    compute_offerings_unavailable: >-
                      #/components/schemas/ManagedAgentsApiErrorComputeOfferingsUnavailable
                    compute_offerings_unconfigured: >-
                      #/components/schemas/ManagedAgentsApiErrorComputeOfferingsUnconfigured
                    idempotency_unavailable: >-
                      #/components/schemas/ManagedAgentsApiErrorIdempotencyUnavailable
                    managed_agents_unavailable: >-
                      #/components/schemas/ManagedAgentsApiErrorManagedAgentsUnavailable
                    service_unavailable: >-
                      #/components/schemas/ManagedAgentsApiErrorServiceUnavailable
                x-recursion-error-codes:
                  - compute_offerings_unavailable
                  - compute_offerings_unconfigured
                  - idempotency_unavailable
                  - managed_agents_unavailable
                  - service_unavailable
          headers:
            recursion-organization-id:
              $ref: '#/components/headers/RecursionOrganizationId'
            recursion-tenant-id:
              $ref: '#/components/headers/RecursionTenantId'
        '504':
          headers:
            Retry-After:
              description: When to retry, as delay seconds or an HTTP date.
              schema:
                type: string
            recursion-organization-id:
              $ref: '#/components/headers/RecursionOrganizationId'
            recursion-tenant-id:
              $ref: '#/components/headers/RecursionTenantId'
          description: A dependent service timed out.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ManagedAgentsApiErrorDependencyTimeout'
                x-recursion-error-codes:
                  - gateway_timeout
components:
  parameters:
    RecursionTenantId:
      name: x-tenant-id
      in: header
      required: false
      description: >-
        Optional tenant consistency check. When present, it must name the tenant
        bound to the API key, including when x-organization-id is `default`.
      schema:
        type: string
        minLength: 1
    RecursionOrganizationId:
      name: x-organization-id
      in: header
      required: false
      description: >-
        Organization in which to act. Required for a tenant-scoped API key.
        Optional for an organization-scoped key, where it must name that same
        organization. The value may be an organization id or `default`.
      schema:
        type: string
        minLength: 1
  schemas:
    UpdateEnvironmentRequest:
      additionalProperties: false
      description: >-
        Writable fields for changing an environment. Omitted fields keep their
        stored value; server-owned identity, timestamps, setup verification, and
        warnings are never accepted as input.
      minProperties: 1
      properties:
        computer_use:
          description: >-
            Whether the environment boots the shared interactive browser
            display.
          type: boolean
        config:
          additionalProperties:
            $ref: '#/components/schemas/PlatformSafeJsonValue'
          description: >-
            Provider-specific overflow settings. Omit to keep them; send {} to
            clear them.
          type: object
        description:
          description: >-
            Free-text note about what this environment provides. Send an empty
            string to clear it.
          type: string
        env_vars:
          additionalProperties:
            type: string
          description: >-
            Plaintext environment variables. Omit to keep them; send {} to clear
            them.
          type: object
        expected_access:
          $ref: '#/components/schemas/EnvironmentAccessExpectation'
          description: >-
            Required when a Runs PATCH changes or bypasses a nonempty network
            policy, or enables privileged Docker. Copy network_policy and
            privileged from the last environment read; a stale snapshot is
            rejected.
        http_port:
          description: Port inside the sandbox to expose over HTTP; 0 exposes nothing.
          format: int64
          minimum: 0
          type: integer
          maximum: 9007199254740991
        idle_stop_after_seconds:
          description: >-
            Seconds of inactivity before compute stops, from 120 through 7200 (2
            hours); omit to keep the stored value or send 0 for the provider
            default. Computer use requires 0 or at least 600 seconds.
          format: int64
          maximum: 7200
          minimum: 0
          type: integer
        metadata:
          additionalProperties:
            $ref: '#/components/schemas/PlatformSafeJsonValue'
          description: Caller-owned key/value data. Omit to keep it; send {} to clear it.
          type: object
        mounts:
          description: >-
            Files staged into the sandbox workspace. Omit to keep them; send []
            to clear them.
          items:
            $ref: '#/components/schemas/EnvironmentMount'
          type: array
        name:
          description: Human-readable label shown wherever environments are listed.
          type: string
        network_policy:
          additionalProperties:
            $ref: '#/components/schemas/PlatformSafeJsonValue'
          description: >-
            Internet access for Runs environments. Omit to keep the current
            setting; send {} for unrestricted access. A nonempty policy limits
            destinations and cannot be combined with privileged Docker when
            changing access settings. Choose a compatible placement for limited
            access.
          type: object
        privileged:
          description: >-
            Whether the Runs sandbox may use privileged Docker. When changing
            access settings, privileged Docker requires unrestricted internet
            access (network_policy: {}). Omit to keep the current value, or send
            false to disable it.
          type: boolean
        provider:
          description: >-
            Sandbox runtime that executes the session, chosen from the sandbox
            providers catalog.
          type: string
        pvc_size_gi:
          description: >-
            Persistent workspace size in GiB, from 1 through 100; omit to keep
            the stored value or send 0 for the provider default.
          format: int64
          maximum: 100
          minimum: 0
          type: integer
        resources:
          $ref: '#/components/schemas/EnvironmentResourcesRequest'
          description: >-
            Caller-sized CPU and memory, accelerator, lifetime, and placement
            constraints. Send an empty object to return to provider sizing
            defaults.
        scope:
          description: >-
            Who may use the environment. Defaults to organization, meaning it is
            shared across the owning organization.
          type: string
        secrets:
          additionalProperties:
            type: string
          description: >-
            Deprecated. Must be empty or omitted; a non-empty map is rejected.
            Environment secret references are no longer supported: store secret
            values as vault credentials and attach them to the session with
            vault_ids or credential_refs. Send {} to clear references stored
            before the field was retired.
          type: object
        setup:
          $ref: '#/components/schemas/EnvironmentSetupRequest'
          description: >-
            Setup script run after the sandbox is provisioned and before the
            agent starts. Send an empty script to clear it.
        stopped_delete_after_seconds:
          description: >-
            Seconds after a sandbox stops before it may be released, from 3600
            (an hour) to 2592000 (30 days); 0 uses the service default. This
            does not expire the session. Send another message to resume it;
            /workspace files can be used when its workspace reopens.
          format: int64
          minimum: 0
          type: integer
          maximum: 9007199254740991
      type: object
      allOf:
        - if:
            properties:
              resources:
                anyOf:
                  - required:
                      - accelerator
                  - required:
                      - cpu_milli
                  - required:
                      - memory_mib
                  - required:
                      - placement
                  - required:
                      - timeout_seconds
            required:
              - resources
          then:
            properties:
              provider:
                const: runs
        - if:
            properties:
              resources:
                properties:
                  accelerator:
                    $ref: '#/components/schemas/PlatformSafeJsonValue'
                required:
                  - accelerator
            required:
              - resources
          then:
            properties:
              provider:
                const: runs
        - if:
            properties:
              network_policy:
                type: object
                minProperties: 1
            required:
              - network_policy
          then:
            properties:
              resources:
                properties:
                  placement:
                    properties:
                      providers:
                        const:
                          - gke
    Environment:
      description: >-
        A sandbox environment a session executes in: its provider, resources,
        mounts, setup steps and idle/delete lifecycle. Created and started
        independently of any session.
      properties:
        computer_use:
          description: >-
            Whether this environment boots the shared interactive Chromium
            display used by the computer and human-handoff tools. The server
            projects this to http_port 6901.
          type: boolean
        config:
          additionalProperties:
            $ref: '#/components/schemas/PlatformSafeJsonValue'
          description: >-
            Provider-specific overflow settings this schema does not model.
            Passed to the provider unchanged.
          type: object
        created_at:
          description: >-
            Server-assigned RFC 3339 timestamp of when the environment was
            created.
          format: date-time
          readOnly: true
          type: string
        description:
          description: Free-text note about what this environment provides.
          type: string
        env_vars:
          additionalProperties:
            type: string
          description: >-
            Plaintext environment variables exported in the sandbox. They become
            the whole container environment, including the runner entrypoint's,
            so PATH is refused (env_vars.PATH): managed images select
            /workspace/.venv themselves. A Runs session using one-time setup
            after its runner changes also refuses startup-hook names such as
            BASH_ENV, HOME, PYTHONPATH, and LD_PRELOAD; re-test to capture a
            compatible image instead. Never put secrets here; store them as
            vault credentials instead. On update, omit to keep the current
            variables; send {} to clear them.
          type: object
        environment_id:
          description: >-
            Server-assigned id of the environment; pass it when starting a
            session that should run in this sandbox.
          readOnly: true
          type: string
        http_port:
          description: >-
            Port inside the sandbox to expose over HTTP for services the agent
            starts; 0 exposes nothing.
          format: int64
          minimum: 0
          type: integer
          maximum: 9007199254740991
        idle_stop_after_seconds:
          description: >-
            Seconds of inactivity after which a running sandbox is stopped, from
            120 to 2592000 (30 days); 0 uses the provider default. A
            computer-enabled environment requires 0 or at least 600 seconds so
            its five-minute handoff heartbeat arrives before idle-stop.
          format: int64
          minimum: 0
          type: integer
          maximum: 9007199254740991
        image:
          description: >-
            Container image the sandbox boots. Set by the platform: new
            environments use the default runner image. Customize the sandbox
            itself with setup.script.
          type: string
          readOnly: true
        metadata:
          additionalProperties:
            $ref: '#/components/schemas/PlatformSafeJsonValue'
          description: >-
            Caller-owned key/value data stored with the environment and returned
            unchanged.
          type: object
        mounts:
          description: >-
            Files or objects staged into the sandbox workspace when it is
            created. On update, omit to keep the current mounts; send [] to
            clear them.
          items:
            $ref: '#/components/schemas/EnvironmentMount'
          type: array
        name:
          description: Human-readable label shown wherever environments are listed.
          type: string
        network_policy:
          additionalProperties:
            $ref: '#/components/schemas/PlatformSafeJsonValue'
          description: >-
            Internet access for Runs environments. On update, omission keeps the
            current setting. Changing from another provider to Runs with an
            absent or {} saved policy requires an explicit network_policy:
            {"version":"v1","rules":[]} for No access or {} for unrestricted
            access. A nonempty policy limits destinations and cannot be combined
            with privileged Docker on create or when changing access settings.
            If the selected placement is incompatible, choose a compatible
            placement or send {} for unrestricted access. Send {} to clear a
            policy. Runs responses always include network_policy; {} means
            unrestricted.
          type: object
        organization_id:
          description: >-
            Organization that owns the environment. Server-assigned from the
            caller's credentials.
          readOnly: true
          type: string
        privileged:
          description: >-
            Whether a Runs sandbox may use privileged Docker. Privileged Docker
            requires unrestricted internet access (network_policy: {}) on create
            or when changing access settings. Omit on update to keep the current
            value, or send false to disable it. New Runs environments and
            transitions from another provider default to false. Existing
            environments with both limited internet access and privileged Docker
            remain visible and allow edits to other settings. To start a new
            session, set network_policy: {} or disable privileged Docker.
          type: boolean
        provider:
          description: >-
            Sandbox runtime that executes the session, chosen from the sandbox
            providers catalog.
          type: string
        pvc_size_gi:
          description: >-
            Size in GiB of the persistent workspace volume; 0 uses the provider
            default.
          format: int64
          minimum: 0
          type: integer
          maximum: 9007199254740991
        resources:
          $ref: '#/components/schemas/EnvironmentResources'
          description: >-
            Caller-sized CPU and memory for CPU environments, or one exclusive
            accelerator with service-owned limits of 8,000 millicores (8 vCPU)
            and 32,768 MiB (32 GiB) of memory for GPU environments, plus
            lifetime and placement constraints.
        scope:
          description: >-
            Who may use the environment. Defaults to organization, meaning it is
            shared across the owning organization.
          type: string
        secrets:
          additionalProperties:
            type: string
          description: >-
            Deprecated and always empty for new environments. Environment secret
            references are no longer supported; use vault credentials instead.
            An environment stored with references cannot start sessions or setup
            runs until an update sends {} to clear them; clearing them marks the
            setup verdict stale, so re-test afterwards.
          type: object
        setup:
          $ref: '#/components/schemas/EnvironmentSetup'
          description: >-
            Setup script run after the sandbox is provisioned and before the
            agent starts.
        setup_updated_at:
          description: RFC 3339 timestamp of the last setup script change. Server-assigned.
          format: date-time
          readOnly: true
          type: string
        setup_updated_by_user_id:
          description: User who last changed the setup script. Server-assigned.
          readOnly: true
          type: string
        setup_verification:
          $ref: '#/components/schemas/EnvironmentSetupVerification'
          description: >-
            Server-owned verdict on the setup script: whether a manual or
            automatic setup run has proven this exact configuration on real
            compute. Read status and stale before starting sessions; read
            last_run.hint first when status is failed.
          readOnly: true
        setup_warnings:
          description: >-
            Advisory findings about the setup script (bash -lc wrapping, curl |
            sh, unpinned installs, ambiguous system Python, PATH replacement, or
            non-persistent shell activation), plus legacy_setup_discarded when
            the stored setup predates setup.script and is not run. Never block a
            save; computed on read.
          items:
            $ref: '#/components/schemas/EnvironmentSetupWarning'
          readOnly: true
          type: array
        stopped_delete_after_seconds:
          description: >-
            Seconds after a sandbox stops before it may be released, from 3600
            (an hour) to 2592000 (30 days); 0 uses the service default. This
            does not expire the session. Send another message to resume it;
            /workspace files can be used when its workspace reopens.
          format: int64
          minimum: 0
          type: integer
          maximum: 9007199254740991
        template:
          $ref: '#/components/schemas/TemplateRef'
          description: Reviewed template revision used to create this environment.
        updated_at:
          description: >-
            Server-assigned RFC 3339 timestamp of the most recent update to the
            environment.
          format: date-time
          readOnly: true
          type: string
      required:
        - organization_id
        - environment_id
        - name
        - scope
        - provider
        - setup
        - resources
        - computer_use
        - created_at
        - updated_at
      type: object
      additionalProperties: false
    ManagedAgentsApiErrorInvalidJson:
      type: object
      properties:
        code:
          type: string
          minLength: 1
          description: Stable machine-readable error code.
          enum:
            - invalid_json
        message:
          type: string
          minLength: 1
          description: Human-readable error message.
        details:
          $ref: '#/components/schemas/ManagedAgentsApiErrorDetails'
          description: >-
            Optional structured error details. Reserved transport fields are
            typed; code-specific fields remain forward compatible.
      required:
        - code
        - message
      additionalProperties: false
      description: Standard flat error response.
    ManagedAgentsApiErrorInvalidRequest:
      type: object
      properties:
        code:
          type: string
          minLength: 1
          description: Stable machine-readable error code.
          enum:
            - invalid_request
        message:
          type: string
          minLength: 1
          description: Human-readable error message.
        details:
          $ref: '#/components/schemas/ManagedAgentsApiErrorDetails'
          description: >-
            Optional structured error details. Reserved transport fields are
            typed; code-specific fields remain forward compatible.
      required:
        - code
        - message
      additionalProperties: false
      description: Standard flat error response.
    ManagedAgentsApiErrorUnauthorized:
      type: object
      properties:
        code:
          type: string
          minLength: 1
          description: Stable machine-readable error code.
          enum:
            - unauthorized
        message:
          type: string
          minLength: 1
          description: Human-readable error message.
        details:
          $ref: '#/components/schemas/ManagedAgentsApiErrorDetails'
          description: >-
            Optional structured error details. Reserved transport fields are
            typed; code-specific fields remain forward compatible.
      required:
        - code
        - message
      additionalProperties: false
      description: Standard flat error response.
    ManagedAgentsApiErrorForbidden:
      type: object
      properties:
        code:
          type: string
          minLength: 1
          description: Stable machine-readable error code.
          enum:
            - forbidden
        message:
          type: string
          minLength: 1
          description: Human-readable error message.
        details:
          $ref: '#/components/schemas/ManagedAgentsApiErrorDetails'
          description: >-
            Optional structured error details. Reserved transport fields are
            typed; code-specific fields remain forward compatible.
      required:
        - code
        - message
      additionalProperties: false
      description: Standard flat error response.
    ManagedAgentsApiErrorNotFound:
      type: object
      properties:
        code:
          type: string
          minLength: 1
          description: Stable machine-readable error code.
          enum:
            - not_found
        message:
          type: string
          minLength: 1
          description: Human-readable error message.
        details:
          $ref: '#/components/schemas/ManagedAgentsApiErrorDetails'
          description: >-
            Optional structured error details. Reserved transport fields are
            typed; code-specific fields remain forward compatible.
      required:
        - code
        - message
      additionalProperties: false
      description: Standard flat error response.
    ManagedAgentsApiErrorIdempotencyConflict:
      type: object
      properties:
        code:
          type: string
          minLength: 1
          description: Stable machine-readable error code.
          enum:
            - idempotency_conflict
        message:
          type: string
          minLength: 1
          description: Human-readable error message.
        details:
          $ref: '#/components/schemas/ManagedAgentsApiErrorDetails'
          description: >-
            Optional structured error details. Reserved transport fields are
            typed; code-specific fields remain forward compatible.
      required:
        - code
        - message
      additionalProperties: false
      description: Standard flat error response.
    ManagedAgentsApiErrorIdempotencyInProgress:
      type: object
      properties:
        code:
          type: string
          minLength: 1
          description: Stable machine-readable error code.
          enum:
            - idempotency_in_progress
        message:
          type: string
          minLength: 1
          description: Human-readable error message.
        details:
          $ref: '#/components/schemas/ManagedAgentsApiErrorDetails'
          description: >-
            Optional structured error details. Reserved transport fields are
            typed; code-specific fields remain forward compatible.
      required:
        - code
        - message
      additionalProperties: false
      description: Standard flat error response.
    ManagedAgentsApiErrorRevisionConflict:
      type: object
      properties:
        code:
          type: string
          minLength: 1
          description: Stable machine-readable error code.
          enum:
            - revision_conflict
        message:
          type: string
          minLength: 1
          description: Human-readable error message.
        details:
          $ref: '#/components/schemas/ManagedAgentsApiErrorDetails'
          description: >-
            Optional structured error details. Reserved transport fields are
            typed; code-specific fields remain forward compatible.
      required:
        - code
        - message
      additionalProperties: false
      description: Standard flat error response.
    ManagedAgentsApiErrorPreconditionFailed:
      type: object
      properties:
        code:
          type: string
          minLength: 1
          description: Stable machine-readable error code.
          enum:
            - precondition_failed
        message:
          type: string
          minLength: 1
          description: Human-readable error message.
        details:
          $ref: '#/components/schemas/ManagedAgentsApiErrorDetails'
          description: >-
            Optional structured error details. Reserved transport fields are
            typed; code-specific fields remain forward compatible.
      required:
        - code
        - message
      additionalProperties: false
      description: Standard flat error response.
    ManagedAgentsApiErrorPayloadTooLarge:
      type: object
      properties:
        code:
          type: string
          minLength: 1
          description: Stable machine-readable error code.
          enum:
            - payload_too_large
        message:
          type: string
          minLength: 1
          description: Human-readable error message.
        details:
          $ref: '#/components/schemas/ManagedAgentsApiErrorDetails'
          description: >-
            Optional structured error details. Reserved transport fields are
            typed; code-specific fields remain forward compatible.
      required:
        - code
        - message
      additionalProperties: false
      description: Standard flat error response.
    ManagedAgentsApiErrorUnsupportedMediaType:
      type: object
      properties:
        code:
          type: string
          minLength: 1
          description: Stable machine-readable error code.
          enum:
            - unsupported_media_type
        message:
          type: string
          minLength: 1
          description: Human-readable error message.
        details:
          $ref: '#/components/schemas/ManagedAgentsApiErrorDetails'
          description: >-
            Optional structured error details. Reserved transport fields are
            typed; code-specific fields remain forward compatible.
      required:
        - code
        - message
      additionalProperties: false
      description: Standard flat error response.
    ManagedAgentsApiErrorSandboxProviderDisabled:
      type: object
      properties:
        code:
          type: string
          minLength: 1
          description: Stable machine-readable error code.
          enum:
            - sandbox_provider_disabled
        message:
          type: string
          minLength: 1
          description: Human-readable error message.
        details:
          $ref: '#/components/schemas/ManagedAgentsApiErrorDetails'
          description: >-
            Optional structured error details. Reserved transport fields are
            typed; code-specific fields remain forward compatible.
      required:
        - code
        - message
      additionalProperties: false
      description: Standard flat error response.
    ManagedAgentsApiErrorPreconditionRequired:
      type: object
      properties:
        code:
          type: string
          minLength: 1
          description: Stable machine-readable error code.
          enum:
            - precondition_required
        message:
          type: string
          minLength: 1
          description: Human-readable error message.
        details:
          $ref: '#/components/schemas/ManagedAgentsApiErrorDetails'
          description: >-
            Optional structured error details. Reserved transport fields are
            typed; code-specific fields remain forward compatible.
      required:
        - code
        - message
      additionalProperties: false
      description: Standard flat error response.
    ManagedAgentsApiErrorRateLimitExceeded:
      type: object
      properties:
        code:
          type: string
          minLength: 1
          description: Stable machine-readable error code.
          enum:
            - rate_limit_exceeded
        message:
          type: string
          minLength: 1
          description: Human-readable error message.
        details:
          $ref: '#/components/schemas/ManagedAgentsApiErrorDetails'
          description: >-
            Optional structured error details. Reserved transport fields are
            typed; code-specific fields remain forward compatible.
      required:
        - code
        - message
      additionalProperties: false
      description: Standard flat error response.
    ManagedAgentsApiErrorInternalError:
      type: object
      properties:
        code:
          type: string
          minLength: 1
          description: Stable machine-readable error code.
          enum:
            - internal_error
        message:
          type: string
          minLength: 1
          description: Human-readable error message.
        details:
          $ref: '#/components/schemas/ManagedAgentsApiErrorDetails'
          description: >-
            Optional structured error details. Reserved transport fields are
            typed; code-specific fields remain forward compatible.
      required:
        - code
        - message
      additionalProperties: false
      description: Standard flat error response.
    ManagedAgentsApiErrorDependencyFailure:
      type: object
      properties:
        code:
          type: string
          minLength: 1
          description: Stable machine-readable error code.
          enum:
            - bad_gateway
        message:
          type: string
          minLength: 1
          description: Human-readable error message.
        details:
          $ref: '#/components/schemas/ManagedAgentsApiErrorDetails'
          description: >-
            Optional structured error details. Reserved transport fields are
            typed; code-specific fields remain forward compatible.
      required:
        - code
        - message
      additionalProperties: false
      description: Standard flat error response.
    ManagedAgentsApiErrorComputeOfferingsUnavailable:
      type: object
      properties:
        code:
          type: string
          minLength: 1
          description: Stable machine-readable error code.
          enum:
            - compute_offerings_unavailable
        message:
          type: string
          minLength: 1
          description: Human-readable error message.
        details:
          $ref: '#/components/schemas/ManagedAgentsApiErrorDetails'
          description: >-
            Optional structured error details. Reserved transport fields are
            typed; code-specific fields remain forward compatible.
      required:
        - code
        - message
      additionalProperties: false
      description: Standard flat error response.
    ManagedAgentsApiErrorComputeOfferingsUnconfigured:
      type: object
      properties:
        code:
          type: string
          minLength: 1
          description: Stable machine-readable error code.
          enum:
            - compute_offerings_unconfigured
        message:
          type: string
          minLength: 1
          description: Human-readable error message.
        details:
          $ref: '#/components/schemas/ManagedAgentsApiErrorDetails'
          description: >-
            Optional structured error details. Reserved transport fields are
            typed; code-specific fields remain forward compatible.
      required:
        - code
        - message
      additionalProperties: false
      description: Standard flat error response.
    ManagedAgentsApiErrorIdempotencyUnavailable:
      type: object
      properties:
        code:
          type: string
          minLength: 1
          description: Stable machine-readable error code.
          enum:
            - idempotency_unavailable
        message:
          type: string
          minLength: 1
          description: Human-readable error message.
        details:
          $ref: '#/components/schemas/ManagedAgentsApiErrorDetails'
          description: >-
            Optional structured error details. Reserved transport fields are
            typed; code-specific fields remain forward compatible.
      required:
        - code
        - message
      additionalProperties: false
      description: Standard flat error response.
    ManagedAgentsApiErrorManagedAgentsUnavailable:
      type: object
      properties:
        code:
          type: string
          minLength: 1
          description: Stable machine-readable error code.
          enum:
            - managed_agents_unavailable
        message:
          type: string
          minLength: 1
          description: Human-readable error message.
        details:
          $ref: '#/components/schemas/ManagedAgentsApiErrorDetails'
          description: >-
            Optional structured error details. Reserved transport fields are
            typed; code-specific fields remain forward compatible.
      required:
        - code
        - message
      additionalProperties: false
      description: Standard flat error response.
    ManagedAgentsApiErrorServiceUnavailable:
      type: object
      properties:
        code:
          type: string
          minLength: 1
          description: Stable machine-readable error code.
          enum:
            - service_unavailable
        message:
          type: string
          minLength: 1
          description: Human-readable error message.
        details:
          $ref: '#/components/schemas/ManagedAgentsApiErrorDetails'
          description: >-
            Optional structured error details. Reserved transport fields are
            typed; code-specific fields remain forward compatible.
      required:
        - code
        - message
      additionalProperties: false
      description: Standard flat error response.
    ManagedAgentsApiErrorDependencyTimeout:
      type: object
      properties:
        code:
          type: string
          minLength: 1
          description: Stable machine-readable error code.
          enum:
            - gateway_timeout
        message:
          type: string
          minLength: 1
          description: Human-readable error message.
        details:
          $ref: '#/components/schemas/ManagedAgentsApiErrorDetails'
          description: >-
            Optional structured error details. Reserved transport fields are
            typed; code-specific fields remain forward compatible.
      required:
        - code
        - message
      additionalProperties: false
      description: Standard flat error response.
    PlatformSafeJsonValue:
      description: >-
        A JSON value whose integer members stay within the exact ECMAScript
        safe-integer range at every nesting level.
      oneOf:
        - type: 'null'
        - type: boolean
        - type: string
        - type: integer
          minimum: -9007199254740991
          maximum: 9007199254740991
        - type: number
          not:
            type: integer
        - type: array
          items:
            $ref: '#/components/schemas/PlatformSafeJsonValue'
        - additionalProperties:
            $ref: '#/components/schemas/PlatformSafeJsonValue'
          type: object
    EnvironmentAccessExpectation:
      additionalProperties: false
      description: >-
        Request-only precondition for changing an environment's access settings.
        Supply the network policy and effective privileged value from the last
        environment read; a stale snapshot is rejected.
      properties:
        network_policy:
          additionalProperties:
            $ref: '#/components/schemas/PlatformSafeJsonValue'
          description: >-
            network_policy from the environment read before this PATCH; {} means
            unrestricted egress.
          type: object
        privileged:
          description: >-
            Effective privileged value from the environment read before this
            PATCH.
          type: boolean
      required:
        - network_policy
        - privileged
      type: object
      writeOnly: true
    EnvironmentMount:
      additionalProperties: false
      description: >-
        One file or object staged into the sandbox workspace when it is created.
        Use mounts to give an agent input data it should find already on disk at
        the first turn.
      properties:
        mount_path:
          description: >-
            Absolute path inside the sandbox workspace where the source is
            placed.
          type: string
        source:
          description: Object or file to stage, as a URI the service can read.
          type: string
      type: object
    EnvironmentResourcesRequest:
      additionalProperties: false
      description: Caller-supplied environment compute sizing and lifetime constraints.
      properties:
        accelerator:
          $ref: '#/components/schemas/EnvironmentAcceleratorRequest'
          description: Exclusive GPU request. Omit for CPU-only compute.
        cpu_milli:
          type: integer
          format: int64
          anyOf:
            - const: 0
            - minimum: 250
              maximum: 8000
          maximum: 8000
          description: >-
            CPU millicores. Omit or send 0 for the provider default; otherwise
            250 through 8000.
          minimum: -9007199254740991
        memory_mib:
          type: integer
          format: int64
          anyOf:
            - const: 0
            - minimum: 1024
              maximum: 32768
          maximum: 32768
          description: >-
            Memory in MiB. Omit or send 0 for the provider default; otherwise
            1024 through 32768.
          minimum: -9007199254740991
        placement:
          $ref: '#/components/schemas/EnvironmentPlacementRequest'
          description: Optional canonical placement constraints.
        timeout_seconds:
          type: integer
          format: int64
          anyOf:
            - const: 0
            - minimum: 10
              maximum: 86400
          description: >-
            Maximum sandbox lifetime. Omit or send 0 for the provider default;
            otherwise 10 to 86400 seconds.
          minimum: -9007199254740991
          maximum: 9007199254740991
      type: object
      allOf:
        - if:
            required:
              - accelerator
          then:
            properties:
              cpu_milli:
                const: 0
              memory_mib:
                const: 0
    EnvironmentSetupRequest:
      additionalProperties: false
      description: Caller-supplied post-provision setup script and timeout.
      properties:
        script:
          type: string
          pattern: ^[^\u0000]*$
          description: >-
            Bash setup script. UTF-8 encoding must be at most 65,536 bytes and
            contain no NUL.
        timeout_seconds:
          type: integer
          format: int64
          anyOf:
            - const: 0
            - minimum: 10
              maximum: 3600
          description: >-
            Setup timeout. Omit or send 0 for the default; otherwise 10 to 3600
            seconds.
          minimum: -9007199254740991
          maximum: 9007199254740991
      type: object
    EnvironmentResources:
      additionalProperties: false
      description: >-
        Compute sizing and lifetime for an environment's sandbox. CPU
        environments accept caller-selected CPU and memory. GPU environments
        accept an exclusive accelerator plus optional lifetime and placement
        constraints, but use service-owned limits of 8,000 millicores (8 vCPU)
        and 32,768 MiB (32 GiB) of memory.
      properties:
        accelerator:
          $ref: '#/components/schemas/EnvironmentAccelerator'
          description: >-
            Exclusive GPU to attach to the sandbox compute. Omit for CPU-only.
            When set, the service applies limits of 8,000 millicores (8 vCPU)
            and 32,768 MiB (32 GiB) of memory, and cpu_milli and memory_mib must
            be omitted.
        cpu_milli:
          description: >-
            CPU request in millicores, so 1000 is one vCPU; 0 uses the provider
            default. CPU-only environments; must be omitted with an accelerator
            because the GPU sandbox CPU limit is service-owned.
          format: int64
          type: integer
          minimum: -9007199254740991
          maximum: 9007199254740991
        memory_mib:
          description: >-
            Memory request in MiB; 0 uses the provider default. CPU-only
            environments; must be omitted with an accelerator because the GPU
            sandbox memory limit is service-owned.
          format: int64
          type: integer
          minimum: -9007199254740991
          maximum: 9007199254740991
        placement:
          $ref: '#/components/schemas/EnvironmentPlacement'
          description: >-
            Optional region, provider, VRAM, spot, and price constraints.
            Without an egress policy, omission permits any configured provider.
            A nonempty Runs network_policy requires GKE; when placement is
            omitted, the runtime selects GKE without saving a placement
            constraint.
        timeout_seconds:
          description: >-
            Maximum sandbox lifetime in seconds before the provider tears it
            down; 0 uses the provider default.
          format: int64
          type: integer
          minimum: -9007199254740991
          maximum: 9007199254740991
      type: object
    EnvironmentSetup:
      additionalProperties: false
      description: >-
        Post-provision customization of a sandbox: a bash script run before the
        agent starts. Set it when the agent needs packages, tools, or state the
        runner image does not ship; leave it empty to start from the image as
        is. Verify it with a setup run before sessions use the environment.
      properties:
        script:
          description: >-
            Bash script run after the sandbox is provisioned and before the
            agent starts. Runs sessions boot from a captured setup image; when
            the runner changes, the platform runs this script on dedicated setup
            compute and captures a new image before provisioning the session.
            Executed as a separate login shell with set -eo pipefail, so the
            first failing line fails the run and is reported by line number;
            exports and activation do not persist into agent commands. Managed
            images automatically select a /workspace/.venv created here: install
            through its explicit interpreter and preserve the existing PATH. Do
            not wrap lines in bash -lc; the script already runs under bash.
            Empty means no setup. At most 64 KiB.
          type: string
        timeout_seconds:
          description: >-
            Wall-clock bound in seconds on the whole script; 0 uses the default
            of 600. Between 10 and 3600 when set. A run that exceeds it fails
            with exit code 124.
          format: int64
          type: integer
          minimum: -9007199254740991
          maximum: 9007199254740991
      type: object
    EnvironmentSetupVerification:
      description: >-
        Whether an environment's setup script has been proven to run on real
        compute. Server-owned: it is written by manual or automatic setup runs
        and never accepted from a request body.
      properties:
        active_setup_run_id:
          description: >-
            Manual or automatic setup run in flight for this environment, when
            there is one. Present alongside any status: a verified environment
            being re-verified stays verified, and sessions keep starting, until
            this run finishes. Follow it with
            managedAgentsGetEnvironmentSetupRun or
            managedAgentsGetEnvironmentSetupRunLog. Cleared when the run records
            a verdict or is cancelled.
          type: string
        at:
          description: RFC 3339 timestamp of when the recorded run finished.
          format: date-time
          type: string
        fingerprint:
          description: >-
            Hash of the environment configuration the run executed. Compared
            against the current configuration to derive stale; opaque to
            callers.
          type: string
        image:
          $ref: '#/components/schemas/EnvironmentSetupImage'
          description: >-
            Immutable compute image produced after setup passed. Session
            admission validates this capture and resolves the current runner
            before choosing to boot it or wait for an automatic runner_refresh
            capture.
        imageCapture:
          $ref: '#/components/schemas/EnvironmentSetupImageCapture'
          description: >-
            Most recent image capture failure. Independent from the setup
            verdict: setup can be verified while capture failed.
        last_run:
          $ref: '#/components/schemas/EnvironmentSetupRunSummary'
          description: >-
            Summary of the recorded run: exit code, failing line and command,
            stderr tail, and hint. Read hint first when the status is failed; it
            names the likely fix when the failure is a recognised one.
        setup_run_id:
          description: >-
            Setup run the status was written from. Read its log with
            managedAgentsGetEnvironmentSetupRunLog when the status is failed.
          type: string
        stale:
          description: >-
            True when the environment's provider, image, compute (resources,
            workspace disk size, provider config), setup script or timeout,
            variables, retired secret references, mounts, network policy, or
            privileged access changed after the recorded run, so the verdict no
            longer describes this configuration. Name, description, metadata,
            and the HTTP port do not count. Re-run setup to clear it. Always
            false for not_applicable and never.
          type: boolean
        status:
          description: >-
            not_applicable (no setup script), never (a script exists but no run
            has recorded a verdict), running (a setup run is in flight and there
            is no earlier passing verdict to stand on), verified (the latest
            recorded run passed), or failed (the latest recorded run failed).
            Sessions on managed providers require verified and not stale when a
            script is configured; Runs additionally requires a valid captured
            image. When the captured base differs from the runner resolved at
            session start, a runner_refresh setup run captures a matching image
            before session provisioning. The verdict is monotone: re-verifying a
            verified environment keeps it verified, with the new run in
            active_setup_run_id, until that run records its own verdict.
          type: string
        verified_by_user_id:
          description: User who requested the recorded run.
          type: string
      readOnly: true
      required:
        - status
        - stale
      type: object
      additionalProperties: false
    EnvironmentSetupWarning:
      description: >-
        An advisory finding about a setup script line. Warnings never block a
        save.
      properties:
        code:
          description: >-
            Stable identifier: bash_lc_wrapper, curl_pipe_sh, unpinned_install,
            rm_rf_root (line findings); or legacy_setup_discarded (line 0: the
            stored setup predates setup.script and does not run; re-enter it as
            a script).
          type: string
        line:
          description: >-
            1-based script line the finding is on; 0 when the finding is about
            the save rather than a line.
          format: int64
          type: integer
          minimum: -9007199254740991
          maximum: 9007199254740991
        message:
          description: What was found and the recommended change.
          type: string
      required:
        - code
        - line
        - message
      type: object
      additionalProperties: false
    TemplateRef:
      description: Reviewed template id and revision copied into this resource.
      properties:
        id:
          description: Stable template id.
          type: string
        revision:
          description: Reviewed catalog revision.
          type: integer
          minimum: -9007199254740991
          maximum: 9007199254740991
      required:
        - id
        - revision
      type: object
      additionalProperties: false
    ManagedAgentsApiErrorDetails:
      type: object
      properties:
        field:
          description: >-
            Request field or header responsible for the error, when one can be
            identified.
          type: string
        issues:
          description: >-
            Boundary-validation failures as path-prefixed human-readable
            messages.
          type: array
          items:
            type: string
        requestId:
          description: Request correlation identifier for support and log lookup.
          type: string
        retryable:
          description: >-
            Server advice about failure transience. `true` means transient,
            `false` means non-transient, and absence gives no advice. Automatic
            replay is allowed only when this field is not `false` and the
            operation-specific retry and idempotency contract permits replay.
          type: boolean
      additionalProperties:
        $ref: '#/components/schemas/PlatformSafeJsonValue'
      description: >-
        Optional structured error details. Reserved transport fields are typed;
        code-specific fields remain forward compatible.
    EnvironmentAcceleratorRequest:
      additionalProperties: false
      description: >-
        One exclusive GPU requested for an environment. The model name must come
        from the deployment catalog.
      properties:
        count:
          type: integer
          format: int64
          enum:
            - 0
            - 1
          description: One accelerator is attached. Omit or send 0 to select that default.
          minimum: -9007199254740991
          maximum: 9007199254740991
        name:
          type: string
          minLength: 1
          description: >-
            Nonempty provider-neutral accelerator model from the deployment
            catalog.
        type:
          type: string
          const: gpu
          description: Accelerator class. Omit to select gpu, or send gpu explicitly.
      type: object
      required:
        - name
    EnvironmentPlacementRequest:
      additionalProperties: false
      description: >-
        Canonical environment placement request. Exactly one supported provider
        is selected; regions, spot capacity, VRAM floors, and caller-supplied
        price limits are not supported.
      properties:
        allow_spot:
          type: boolean
          const: false
          description: Spot capacity is not supported and must be false when sent.
        max_price_per_hour_usd:
          type: number
          format: double
          const: 0
          description: >-
            Caller-supplied price limits are not supported and must be zero when
            sent.
        min_accelerator_vram_gb:
          type: integer
          format: int64
          const: 0
          description: >-
            Caller-supplied VRAM floors are not supported and must be zero when
            sent.
          minimum: -9007199254740991
          maximum: 9007199254740991
        providers:
          type: array
          minItems: 1
          maxItems: 1
          uniqueItems: true
          items:
            type: string
            enum:
              - gke
              - nebius
          description: Exactly one supported compute provider.
        regions:
          type: array
          maxItems: 0
          items:
            type: string
          description: >-
            Region constraints are not supported and this array must be empty
            when sent.
      type: object
      required:
        - providers
    EnvironmentAccelerator:
      additionalProperties: false
      description: >-
        An accelerator attached to an environment's sandbox compute. Set it only
        for GPU workloads; omit it and the sandbox runs CPU-only. A GPU sandbox
        receives one exclusive accelerator with service-owned limits of 8,000
        millicores (8 vCPU) and 32,768 MiB (32 GiB) of memory; its host machine
        may be larger.
      properties:
        count:
          description: >-
            How many accelerators to attach. Defaults to 1; every offering
            currently carries one.
          format: int64
          type: integer
          minimum: -9007199254740991
          maximum: 9007199254740991
        name:
          description: >-
            Accelerator model, lower-case and provider-neutral, e.g. a100. Must
            name a model in this deployment's configured accelerator_catalog.
            Live compute offerings enrich that catalog but never remove
            configured choices.
          type: string
        type:
          description: Accelerator class to attach. Only gpu is accepted.
          type: string
      type: object
    EnvironmentPlacement:
      additionalProperties: false
      description: >-
        Where an environment's sandboxes may run, expressed as constraints
        rather than a named machine. The runtime selects a provider that can
        enforce the environment's access settings.
      properties:
        allow_spot:
          description: >-
            Let preemptible capacity compete on price. A reclaimed sandbox is
            failed and restarted from its last snapshot rather than resumed in
            place, so this trades an occasional lost turn for markedly cheaper
            accelerators.
          type: boolean
        max_price_per_hour_usd:
          description: >-
            Reject offerings priced above this per hour. Offerings whose price
            is unknown are never rejected by this, because an unpriced offering
            is a gap in a provider's catalog rather than an expensive machine.
          format: double
          type: number
        min_accelerator_vram_gb:
          description: >-
            Reject offerings whose per-accelerator memory is below this, in
            vendor-quoted gigabytes. Omit unless a workload genuinely needs the
            larger variant: an H100 and an H200 run the same image and the same
            snapshot, so treating them as interchangeable is what makes capacity
            findable.
          format: int64
          type: integer
          minimum: -9007199254740991
          maximum: 9007199254740991
        providers:
          description: >-
            Select exactly one provider, gke or nebius, when placement is
            present. Omit placement to let the system choose. Limited internet
            access is available only with gke.
          items:
            type: string
          type: array
        regions:
          description: >-
            Regions the sandbox may run in, as each provider names them. Empty
            means anywhere the deployment has configured, which is the usual
            answer: constraining regions constrains capacity, and capacity is
            the reason to place across providers at all.
          items:
            type: string
          type: array
      type: object
    EnvironmentSetupImage:
      description: >-
        An immutable setup image published after a manual or automatic setup run
        passes. Identity includes the environment fingerprint, configured
        runner, observed base digest, and capture generation.
      properties:
        baseImageDigest:
          description: Immutable base image reference observed by Agent Service.
          type: string
        capturedAt:
          description: When Agent Service reported the image ready.
          format: date-time
          type: string
        computeId:
          description: Agent Service compute whose filesystem was captured.
          type: string
        fingerprint:
          description: Environment configuration fingerprint this image was produced for.
          type: string
        generation:
          description: Capture and boot contract generation.
          format: int64
          type: integer
          minimum: -9007199254740991
          maximum: 9007199254740991
        image:
          description: Immutable digest-pinned image reference.
          type: string
        imageId:
          description: Agent Service image id.
          type: string
        runnerImage:
          description: Exact configured runner reference selected for the captured compute.
          type: string
        setupRunId:
          description: Manual or automatic setup run that produced this image.
          type: string
        sizeBytes:
          description: Captured filesystem layer size.
          format: int64
          type: integer
          minimum: -9007199254740991
          maximum: 9007199254740991
        usable:
          description: >-
            Registry-free read-time projection for the active verified
            environment and configured runner. A moving tag may have changed
            since this projection; session admission resolves its exact digest
            before choosing the captured image or a runner refresh.
          type: boolean
        warmup:
          description: >-
            Agent Service warmup state: pulling, verifying, ready, failed, or
            unavailable.
          type: string
        warmupMessage:
          description: Bounded Agent Service explanation of the warmup state.
          type: string
      required:
        - imageId
        - computeId
        - setupRunId
        - image
        - baseImageDigest
        - fingerprint
        - runnerImage
        - generation
        - sizeBytes
        - capturedAt
      type: object
      additionalProperties: false
    EnvironmentSetupImageCapture:
      description: Why a verified setup run published no new reusable image.
      properties:
        at:
          description: When the capture failure was recorded.
          format: date-time
          type: string
        message:
          description: Sanitized bounded explanation.
          type: string
        reason:
          description: Stable Agent Service capture failure reason.
          type: string
        setupRunId:
          description: Setup run whose capture failed.
          type: string
        status:
          description: Always failed; successful capture is represented by image.
          enum:
            - failed
          type: string
      required:
        - status
        - setupRunId
        - at
      type: object
      additionalProperties: false
    EnvironmentSetupRunSummary:
      description: >-
        The outcome of one setup run, reduced to what a caller needs to fix it:
        exit code, failing line, stderr tail, and a hint when the cause is
        recognised.
      properties:
        duration_ms:
          description: >-
            Wall-clock duration of the run in milliseconds, provisioning
            included.
          format: int64
          type: integer
          minimum: -9007199254740991
          maximum: 9007199254740991
        exit_code:
          description: >-
            Exit code of the setup script when it ran. 124 means the timeout
            elapsed; absent when the run failed before the script started.
          type: integer
          minimum: -9007199254740991
          maximum: 9007199254740991
        failed_command:
          description: >-
            The failing line's command as written in the script, unexpanded, so
            it never contains a secret's value.
          type: string
        failed_line:
          description: >-
            1-based line in the setup script whose command exited non-zero. 0
            when unknown.
          format: int64
          type: integer
          minimum: -9007199254740991
          maximum: 9007199254740991
        hint:
          description: >-
            Human-readable likely fix for a recognised failure cause. Absent
            rather than guessed when the cause is not recognised.
          type: string
        hint_code:
          description: >-
            Stable identifier of the recognised failure cause, e.g.
            command_not_found, pip_not_installed, bash_lc_wrapper,
            egress_blocked, timeout. Absent when the cause was not recognised.
          type: string
        message:
          description: One-sentence description of the outcome suitable for showing as is.
          type: string
        phase:
          description: >-
            Phase the run ended in: provision, gpu_check, setup, profile,
            commit, or cleanup. A failure outside setup is about the platform,
            not the script.
          type: string
        setup_run_id:
          description: Setup run this summary describes.
          type: string
        status:
          description: succeeded, failed, or cancelled.
          type: string
        stderr_tail:
          description: Last lines of stderr from the script, redacted and bounded to 2 KiB.
          type: string
      required:
        - setup_run_id
        - status
      type: object
      additionalProperties: false
  headers:
    RecursionOrganizationId:
      description: Organization id resolved for this request.
      schema:
        type: string
        minLength: 1
    RecursionTenantId:
      description: Tenant id resolved for this request.
      schema:
        type: string
        minLength: 1
  securitySchemes:
    bearerAuth:
      type: http
      scheme: bearer
      description: A Recursion API key, created in the console under API keys.

````