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

# Repeat a scenario with fresh records

> Repeat a scenario with fresh records.

Reset the scenario by starting a fresh isolated run with the same version, fixture and settings. Preserves immutable history, billing and other developer records. The existing run is never rewritten or deleted. See [Sandbox scenarios](https://docs.amlok.io/api-reference/sandbox-journeys.md) for permissions, fixture coverage, expected results, delivery controls and limitations.

Examples use synthetic IDs. Replace them with values returned by your environment.


## OpenAPI

````yaml openapi/amlok.json POST /v1/sandbox/runs/{id}/repeat
openapi: 3.1.0
info:
  title: AMLOK API
  version: 1.0.0
  description: >-
    AMLOK API: borrower connections, Insights origination, immutable risk
    packages and Signal monitoring. Use your institution-issued API origin.
servers: []
security:
  - BearerAuth: []
tags:
  - name: Sandbox
    description: Reproducible developer scenarios with synthetic data and money.
paths:
  /v1/sandbox/runs/{id}/repeat:
    post:
      tags:
        - Sandbox
      summary: Repeat a scenario with fresh records
      description: >-
        Reset the scenario by starting a fresh isolated run with the same
        version, fixture and settings. Preserves immutable history, billing and
        other developer records. The existing run is never rewritten or deleted.
        See [Sandbox scenarios](/api-reference/sandbox-journeys) for
        permissions, fixture coverage, expected results, delivery controls and
        limitations.
      operationId: repeatSandboxRun
      parameters:
        - name: id
          in: path
          required: true
          schema:
            type: string
            minLength: 1
        - name: Idempotency-Key
          in: header
          required: true
          schema:
            type: string
            minLength: 1
          description: >-
            Stable for one intended command and its retries, scoped to key
            workspace/environment and operation. Mismatched body returns 409.
            Full response replay 24 hours; durable receipt remains.
        - name: X-AMLOK-Sandbox-Scenario
          in: header
          required: false
          schema:
            type: string
            enum:
              - happy_path
              - source_reauthorization
              - document_required
              - missing_financial_input
              - restricted_report
              - provider_failure
              - insufficient_credits
              - monitoring_alert
              - payment_return
              - export_failure
          description: >-
            Sandbox-only deterministic test scenario on borrower creation,
            persisted for that borrower. On other operations or any Live
            request, reject before side effects with 400 sandbox_only. Omit for
            happy_path.
      requestBody:
        required: true
        content:
          application/json:
            schema:
              $ref: '#/components/schemas/RepeatSandboxRunRequest'
            example: {}
      responses:
        '202':
          description: Successful request
          content:
            application/json:
              schema:
                type: object
                properties:
                  data:
                    $ref: '#/components/schemas/SandboxRun'
                  meta:
                    $ref: '#/components/schemas/Meta'
                required:
                  - data
                  - meta
                additionalProperties: false
              example:
                data:
                  id: srun_example
                  scenario_id: healthy
                  fixture_id: maple-retail
                  catalog_version: 2026-11-07.1
                  status: queued
                  created_at: '2026-11-07T12:00:00Z'
                  updated_at: '2026-11-07T12:00:00Z'
                  completed_at: null
                  error: null
                  assertions: []
                  resources: []
                  steps: []
                meta:
                  request_id: req_example
                  schema_version: 1.0.0
                  environment: sandbox
        '400':
          description: >-
            Inspect structured error; retry only when retryable. 429 and 503 can
            include Retry-After.
          content:
            application/json:
              schema:
                type: object
                properties:
                  error:
                    $ref: '#/components/schemas/Error'
                required:
                  - error
                additionalProperties: false
              example:
                error:
                  code: validation_error
                  message: Validation error.
                  retryable: false
                  request_id: req_synthetic
                  field: null
          headers:
            X-Request-ID:
              schema:
                type: string
                minLength: 1
              description: Same request ID as meta.request_id or error.request_id.
        '401':
          description: >-
            Inspect structured error; retry only when retryable. 429 and 503 can
            include Retry-After.
          content:
            application/json:
              schema:
                type: object
                properties:
                  error:
                    $ref: '#/components/schemas/Error'
                required:
                  - error
                additionalProperties: false
              example:
                error:
                  code: unauthenticated
                  message: Unauthenticated.
                  retryable: false
                  request_id: req_synthetic
                  field: null
          headers:
            X-Request-ID:
              schema:
                type: string
                minLength: 1
              description: Same request ID as meta.request_id or error.request_id.
        '402':
          description: >-
            Inspect structured error; retry only when retryable. 429 and 503 can
            include Retry-After.
          content:
            application/json:
              schema:
                type: object
                properties:
                  error:
                    $ref: '#/components/schemas/Error'
                required:
                  - error
                additionalProperties: false
              example:
                error:
                  code: insufficient_credits
                  message: Insufficient credits.
                  retryable: false
                  request_id: req_synthetic
                  field: null
          headers:
            X-Request-ID:
              schema:
                type: string
                minLength: 1
              description: Same request ID as meta.request_id or error.request_id.
        '403':
          description: >-
            Inspect structured error; retry only when retryable. 429 and 503 can
            include Retry-After.
          content:
            application/json:
              schema:
                type: object
                properties:
                  error:
                    $ref: '#/components/schemas/Error'
                required:
                  - error
                additionalProperties: false
              example:
                error:
                  code: forbidden
                  message: Forbidden.
                  retryable: false
                  request_id: req_synthetic
                  field: null
          headers:
            X-Request-ID:
              schema:
                type: string
                minLength: 1
              description: Same request ID as meta.request_id or error.request_id.
        '404':
          description: >-
            Inspect structured error; retry only when retryable. 429 and 503 can
            include Retry-After.
          content:
            application/json:
              schema:
                type: object
                properties:
                  error:
                    $ref: '#/components/schemas/Error'
                required:
                  - error
                additionalProperties: false
              example:
                error:
                  code: not_found
                  message: Not found.
                  retryable: false
                  request_id: req_synthetic
                  field: null
          headers:
            X-Request-ID:
              schema:
                type: string
                minLength: 1
              description: Same request ID as meta.request_id or error.request_id.
        '409':
          description: >-
            Inspect structured error; retry only when retryable. 429 and 503 can
            include Retry-After.
          content:
            application/json:
              schema:
                type: object
                properties:
                  error:
                    $ref: '#/components/schemas/Error'
                required:
                  - error
                additionalProperties: false
              example:
                error:
                  code: idempotency_conflict
                  message: Idempotency conflict.
                  retryable: false
                  request_id: req_synthetic
                  field: null
          headers:
            X-Request-ID:
              schema:
                type: string
                minLength: 1
              description: Same request ID as meta.request_id or error.request_id.
        '410':
          description: >-
            Inspect structured error; retry only when retryable. 429 and 503 can
            include Retry-After.
          content:
            application/json:
              schema:
                type: object
                properties:
                  error:
                    $ref: '#/components/schemas/Error'
                required:
                  - error
                additionalProperties: false
              example:
                error:
                  code: cursor_expired
                  message: Cursor expired.
                  retryable: false
                  request_id: req_synthetic
                  field: null
          headers:
            X-Request-ID:
              schema:
                type: string
                minLength: 1
              description: Same request ID as meta.request_id or error.request_id.
        '413':
          description: >-
            Request exceeds the effective profile size limit or media type is
            unsupported. No command is accepted.
          content:
            application/json:
              schema:
                type: object
                properties:
                  error:
                    $ref: '#/components/schemas/Error'
                required:
                  - error
                additionalProperties: false
              example:
                error:
                  code: payload_too_large
                  message: payload too large
                  retryable: false
                  request_id: req_synthetic
                  field: null
        '415':
          description: >-
            Request exceeds the effective profile size limit or media type is
            unsupported. No command is accepted.
          content:
            application/json:
              schema:
                type: object
                properties:
                  error:
                    $ref: '#/components/schemas/Error'
                required:
                  - error
                additionalProperties: false
              example:
                error:
                  code: unsupported_media_type
                  message: unsupported media type
                  retryable: false
                  request_id: req_synthetic
                  field: null
        '422':
          description: >-
            Inspect structured error; retry only when retryable. 429 and 503 can
            include Retry-After.
          content:
            application/json:
              schema:
                type: object
                properties:
                  error:
                    $ref: '#/components/schemas/Error'
                required:
                  - error
                additionalProperties: false
              example:
                error:
                  code: validation_error
                  message: Validation error.
                  retryable: false
                  request_id: req_synthetic
                  field: null
          headers:
            X-Request-ID:
              schema:
                type: string
                minLength: 1
              description: Same request ID as meta.request_id or error.request_id.
        '429':
          description: >-
            Rate budget, shared in-flight limit or ready-queue limit exceeded
            before admission. Retry-After is mandatory in whole seconds.
            Preserve command identity. No accepted receipt or charge is created.
          content:
            application/json:
              schema:
                type: object
                properties:
                  error:
                    $ref: '#/components/schemas/Error'
                required:
                  - error
                additionalProperties: false
              example:
                error:
                  code: rate_limited
                  message: Rate limited.
                  retryable: true
                  request_id: req_synthetic
                  field: null
          headers:
            Retry-After:
              description: Minimum delay in seconds before retry.
              schema:
                type: integer
                minimum: 0
            X-Request-ID:
              schema:
                type: string
                minLength: 1
              description: Same request ID as meta.request_id or error.request_id.
        '503':
          description: >-
            Inspect structured error; retry only when retryable. 429 and 503 can
            include Retry-After.
          content:
            application/json:
              schema:
                type: object
                properties:
                  error:
                    $ref: '#/components/schemas/Error'
                required:
                  - error
                additionalProperties: false
              example:
                error:
                  code: temporarily_unavailable
                  message: Temporarily unavailable.
                  retryable: true
                  request_id: req_synthetic
                  field: null
          headers:
            Retry-After:
              description: Minimum delay in seconds before retry.
              schema:
                type: integer
                minimum: 0
            X-Request-ID:
              schema:
                type: string
                minLength: 1
              description: Same request ID as meta.request_id or error.request_id.
      security:
        - BearerAuth: []
      x-codeSamples:
        - lang: Shell
          label: cURL
          source: |-
            curl --request POST --fail-with-body --max-time 30 \
              "${AMLOK_API_BASE_URL}/v1/sandbox/runs/record_synthetic/repeat" \
              --header "Authorization: Bearer ${AMLOK_API_KEY}" \
              --header 'Accept: application/json' \
              --header 'Idempotency-Key: repeatSandboxRun-synthetic-0042'
        - lang: Python
          source: >
            import os

            import requests


            headers = {'Accept': 'application/json', 'Idempotency-Key':
            'repeatSandboxRun-synthetic-0042'}

            headers["Authorization"] = "Bearer " + os.environ["AMLOK_API_KEY"]

            response = requests.request('POST', os.environ["AMLOK_API_BASE_URL"]
            + '/v1/sandbox/runs/record_synthetic/repeat', headers=headers,
            timeout=30, allow_redirects=False)

            response.raise_for_status()

            print(response.json())
        - lang: JavaScript
          source: >
            const headers = {"Accept": "application/json", "Idempotency-Key":
            "repeatSandboxRun-synthetic-0042"};

            headers.Authorization = `Bearer ${process.env.AMLOK_API_KEY}`;

            const response = await fetch(process.env.AMLOK_API_BASE_URL +
            "/v1/sandbox/runs/record_synthetic/repeat", {
              method: "POST", headers, redirect: "error", signal: AbortSignal.timeout(30000)
            });

            if (!response.ok) throw new Error(`HTTP ${response.status}: ${await
            response.text()}`);

            console.log(await response.json());
components:
  schemas:
    RepeatSandboxRunRequest:
      type: object
      properties: {}
      required: []
      additionalProperties: false
    SandboxRun:
      type: object
      properties:
        id:
          type: string
          description: Id for this Sandbox fixture.
        scenario_id:
          type: string
          description: Stable scenario identifier from the versioned catalog.
        fixture_id:
          type: string
          description: Fictional business definition used to create this run.
        catalog_version:
          type: string
          description: >-
            Exact catalog version; reject mismatches rather than silently
            changing test behavior.
        status:
          enum:
            - queued
            - running
            - completed
            - failed
          description: Current lifecycle state of this run or action.
        created_at:
          type: string
          format: date-time
          description: Creation timestamp in UTC.
        updated_at:
          type: string
          format: date-time
          description: Last update timestamp in UTC.
        completed_at:
          type:
            - string
            - 'null'
          format: date-time
          description: Terminal timestamp, or null while queued or running.
        error:
          type:
            - string
            - 'null'
          description: >-
            Failure explanation, or null. Failed runs retain their completed
            steps and records.
        assertions:
          type: array
          items:
            $ref: '#/components/schemas/SandboxAssertion'
          description: >-
            Expected and observed outcomes. Passed checks validate the scenario,
            not production capacity.
        resources:
          type: array
          items:
            $ref: '#/components/schemas/SandboxResource'
          description: >-
            IDs created by this run; retrieve them using the ordinary product
            endpoints.
        steps:
          type: array
          items:
            $ref: '#/components/schemas/SandboxStep'
          description: >-
            Persisted request/response checkpoints. Transferable tokens and
            signed URLs are omitted.
      required:
        - id
        - scenario_id
        - fixture_id
        - catalog_version
        - status
        - created_at
        - updated_at
        - completed_at
        - error
        - assertions
        - resources
        - steps
      additionalProperties: false
    Meta:
      type: object
      properties:
        request_id:
          type: string
          minLength: 1
          description: >-
            Opaque identifier, authorized within the API key workspace and
            environment.
        schema_version:
          type: string
          minLength: 1
          description: >-
            Schema version for Meta. Constraints, requiredness and allowed
            values are defined by this schema.
        environment:
          type: string
          enum:
            - sandbox
            - live
          description: >-
            Environment for Meta. Constraints, requiredness and allowed values
            are defined by this schema.
      required:
        - request_id
        - schema_version
        - environment
      additionalProperties: false
    Error:
      type: object
      properties:
        code:
          type: string
          enum:
            - validation_error
            - unauthenticated
            - forbidden
            - not_found
            - invalid_state
            - idempotency_conflict
            - insufficient_credits
            - precondition_failed
            - cursor_expired
            - rate_limited
            - temporarily_unavailable
            - deal_snapshot_conflict
            - payload_too_large
            - unsupported_media_type
            - document_rejected
            - processing_failed
            - session_expired
            - consent_purpose_missing
            - sandbox_only
            - scenario_not_available
            - idempotency_result_expired
            - capacity_exceeded
            - queue_full
            - queue_wait_exceeded
            - processing_deadline_exceeded
            - response_too_large
            - export_too_large
            - export_expired
            - invalid_export_part
          description: >-
            Code for Error. Constraints, requiredness and allowed values are
            defined by this schema.
        message:
          type: string
          minLength: 1
          description: >-
            Message for Error. Constraints, requiredness and allowed values are
            defined by this schema.
        retryable:
          type: boolean
          description: >-
            Retryable for Error. Constraints, requiredness and allowed values
            are defined by this schema.
        request_id:
          type: string
          minLength: 1
          description: >-
            Opaque identifier, authorized within the API key workspace and
            environment.
        field:
          anyOf:
            - type: string
              minLength: 1
            - type: 'null'
          description: >-
            Field for Error. Constraints, requiredness and allowed values are
            defined by this schema.
        capacity:
          $ref: '#/components/schemas/CapacityErrorDetail'
        recovery:
          $ref: '#/components/schemas/LargeResponseRecovery'
      required:
        - code
        - message
        - retryable
        - request_id
        - field
      additionalProperties: false
      allOf:
        - if:
            properties:
              code:
                const: response_too_large
          then:
            required:
              - recovery
            properties:
              retryable:
                const: false
        - if:
            properties:
              code:
                enum:
                  - capacity_exceeded
                  - queue_full
          then:
            required:
              - capacity
            properties:
              retryable:
                const: true
    SandboxAssertion:
      type: object
      properties:
        name:
          type: string
          description: Name for this Sandbox fixture.
        passed:
          type: boolean
          description: Passed for this Sandbox fixture.
        expected:
          type: string
          description: Expected for this Sandbox fixture.
        actual:
          type: string
          description: Actual for this Sandbox fixture.
      required:
        - name
        - passed
        - expected
        - actual
      additionalProperties: false
    SandboxResource:
      type: object
      properties:
        id:
          type: string
          description: Id for this Sandbox fixture.
        kind:
          type: string
          description: Kind for this Sandbox fixture.
        fixture_id:
          type: string
          description: Fictional business definition used to create this run.
      required:
        - id
        - kind
        - fixture_id
      additionalProperties: false
    SandboxStep:
      type: object
      properties:
        name:
          type: string
          description: Name for this Sandbox fixture.
        sequence:
          type: integer
          description: Execution order of the persisted checkpoint.
        request_id:
          type: string
          description: Request ID for correlation with console logs.
        status:
          type: integer
          description: Current lifecycle state of this run or action.
        request:
          type: object
          additionalProperties: true
          description: Actual request metadata and payload, with capabilities redacted.
        response:
          description: >-
            Actual response payload, with capabilities redacted. A revoked
            source redacts the saved trace.
        created_at:
          type: string
          format: date-time
          description: Creation timestamp in UTC.
      required:
        - name
        - sequence
        - request_id
        - status
        - request
        - response
        - created_at
      additionalProperties: false
    CapacityErrorDetail:
      type: object
      properties:
        group:
          type: string
          enum:
            - http
            - origination
            - monitoring
            - export
        reason:
          type: string
          enum:
            - in_flight_limit
            - queue_full
        limit:
          type: integer
          minimum: 0
          maximum: 9007199254740991
          description: Effective admission limit.
        profile_id:
          type: string
          minLength: 1
        profile_version:
          type: string
          minLength: 1
      required:
        - group
        - reason
        - limit
        - profile_id
        - profile_version
      additionalProperties: false
    LargeResponseRecovery:
      type: object
      properties:
        export_request:
          $ref: '#/components/schemas/CreateExport'
        summary_available:
          type: boolean
        snapshot_expires_at:
          anyOf:
            - type: string
              minLength: 1
              format: date-time
            - type: 'null'
        data_checkpoint:
          anyOf:
            - $ref: '#/components/schemas/DataCheckpoint'
            - type: 'null'
      required:
        - export_request
        - summary_available
        - snapshot_expires_at
        - data_checkpoint
      additionalProperties: false
      description: >-
        Complete authorized export source captured before the failed response.
        Existing export scopes and source permissions still apply. Snapshot
        expiry is null for immutable package/record sources; create snapshot
        exports before expiry.
    CreateExport:
      type: object
      properties:
        kind:
          type: string
          enum:
            - risk_package
            - evidence
            - billing
            - data
          description: >-
            Kind for CreateExport. Constraints, requiredness and allowed values
            are defined by this schema.
        risk_package_id:
          type: string
          minLength: 1
          description: >-
            Opaque identifier, authorized within the API key workspace and
            environment.
        evidence_set_id:
          type: string
          minLength: 1
          description: >-
            Opaque identifier, authorized within the API key workspace and
            environment.
        billing_report_type:
          type: string
          enum:
            - usage
            - credits
            - statements
            - funding
            - rates
            - workload
          description: >-
            Billing report type for CreateExport. Constraints, requiredness and
            allowed values are defined by this schema.
        window:
          $ref: '#/components/schemas/Window'
          description: >-
            Window for CreateExport. Constraints, requiredness and allowed
            values are defined by this schema.
        format:
          type: string
          enum:
            - json
            - csv
            - pdf
          description: >-
            Format for CreateExport. Constraints, requiredness and allowed
            values are defined by this schema.
        data_snapshot_id:
          type: string
          minLength: 1
          description: Opaque ID within the authorized workspace and environment.
        data_record_id:
          type: string
          minLength: 1
          description: >-
            Exact immutable DataRecord version, alternative to data_snapshot_id
            for kind=data.
      required:
        - kind
        - format
      additionalProperties: false
      oneOf:
        - properties:
            kind:
              const: risk_package
            format:
              type: string
              enum:
                - json
                - pdf
          required:
            - risk_package_id
          not:
            anyOf:
              - required:
                  - evidence_set_id
              - required:
                  - billing_report_type
              - required:
                  - window
              - required:
                  - data_snapshot_id
              - required:
                  - data_record_id
          title: Risk-package export
        - properties:
            kind:
              const: evidence
            format:
              type: string
              enum:
                - json
                - csv
          required:
            - evidence_set_id
          not:
            anyOf:
              - required:
                  - risk_package_id
              - required:
                  - billing_report_type
              - required:
                  - window
              - required:
                  - data_snapshot_id
              - required:
                  - data_record_id
          title: Evidence export
        - properties:
            kind:
              const: billing
            format:
              type: string
              enum:
                - json
                - csv
          required:
            - billing_report_type
            - window
          not:
            anyOf:
              - required:
                  - risk_package_id
              - required:
                  - evidence_set_id
              - required:
                  - data_snapshot_id
              - required:
                  - data_record_id
          title: Billing export
        - title: Collected data export
          properties:
            kind:
              const: data
            format:
              type: string
              enum:
                - json
                - csv
          required: []
          not:
            anyOf:
              - required:
                  - risk_package_id
              - required:
                  - evidence_set_id
              - required:
                  - billing_report_type
              - required:
                  - window
          oneOf:
            - required:
                - data_snapshot_id
              not:
                required:
                  - data_record_id
            - required:
                - data_record_id
              not:
                required:
                  - data_snapshot_id
    DataCheckpoint:
      type: object
      properties:
        snapshot_id:
          type: string
          minLength: 1
        as_of:
          type: string
          minLength: 1
          format: date-time
        changes_cursor:
          type: string
          minLength: 1
        expires_at:
          type: string
          minLength: 1
          format: date-time
      required:
        - snapshot_id
        - as_of
        - changes_cursor
        - expires_at
      additionalProperties: false
      description: >-
        Atomic data snapshot and feed boundary retained even when the first
        record exceeds the response limit.
    Window:
      type: object
      properties:
        start:
          type: string
          minLength: 1
          format: date-time
          description: >-
            Start for Window. Constraints, requiredness and allowed values are
            defined by this schema.
        end:
          type: string
          minLength: 1
          format: date-time
          description: >-
            End for Window. Constraints, requiredness and allowed values are
            defined by this schema.
      required:
        - start
        - end
      additionalProperties: false
      description: UTC interval [start, end). The server rejects end <= start.
  securitySchemes:
    BearerAuth:
      type: http
      scheme: bearer
      bearerFormat: API key
      description: >-
        Server-to-server API key bound to exactly one workspace, institution
        tenant and environment. No caller-supplied workspace override is
        accepted. Do not use in public browser code.

````

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