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

# Get Observability Iterations

> Per-iteration trace rollup, newest-first (reads ``agent_traces``).

One row per ``iteration_id`` — all operations of one input-record's
processing chain. ``agent_traces`` is Streamkap-agent only (no external
pseudo-agents), so ``agent_id`` passes straight through with no entity
resolution. Tenant scoping at the WHERE layer; a cross-tenant agent_id
returns an empty page, not a leak.



## OpenAPI

````yaml /openapi/openapi.json get /agentic/observability/iterations
openapi: 3.1.0
info:
  title: Streamkap REST API
  description: >-
    The Streamkap REST API allows you to programmatically manage your CDC
    pipelines, sources, destinations, transforms, and more.


    Authenticate using a bearer token obtained from the [Access
    Token](/api-reference/auth/access-token) endpoint with your API client
    credentials.
  contact:
    name: Streamkap Support
    url: https://streamkap.com/
    email: support@streamkap.com
  license:
    name: Proprietary
  version: 2.0.0
servers:
  - url: https://api.streamkap.com
    description: Production
security: []
tags:
  - name: Agents
    description: Create, deploy, and manage Flink-based AI agents.
  - name: Agents Observability
    description: >-
      Read-only views over the MCP audit log: agent rollup, sessions, spans,
      histograms, external-agent verify.
  - name: Alerts
    description: Manage alert subscribers, preferences, and notification credentials.
  - name: Authentication
    description: Obtain and refresh access tokens, manage client credentials and roles.
  - name: Billing
    description: Retrieve usage metrics, summaries, and export billing data.
  - name: Consumer Groups
    description: List, inspect, and reset Kafka consumer group offsets.
  - name: Dashboard
    description: Retrieve organisation-level statistics and overview data.
  - name: Destinations
    description: Create, configure, and manage data destinations and their lifecycle.
  - name: Kafka Access
    description: Manage Kafka users and their access permissions.
  - name: Logs
    description: Query and summarise system logs.
  - name: Pipelines
    description: Create, configure, and manage CDC pipelines and their lifecycle.
  - name: Project Keys
    description: Manage project keys that bundle API credentials and optional Kafka access.
  - name: Schema Registry
    description: Browse schema subjects, versions, and retrieve schema definitions.
  - name: Services
    description: View and switch service metadata.
  - name: Sources
    description: >-
      Create, configure, and manage data sources, snapshots, and their
      lifecycle.
  - name: Tags
    description: Create, update, and manage resource tags for organisation.
  - name: Topics
    description: Browse topic details, statistics, configurations, metrics, and messages.
  - name: Transforms
    description: >-
      Create, deploy, and manage data transforms, unit tests, and implementation
      details.
paths:
  /agentic/observability/iterations:
    get:
      tags:
        - Agents Observability
      summary: Get Observability Iterations
      description: |-
        Per-iteration trace rollup, newest-first (reads ``agent_traces``).

        One row per ``iteration_id`` — all operations of one input-record's
        processing chain. ``agent_traces`` is Streamkap-agent only (no external
        pseudo-agents), so ``agent_id`` passes straight through with no entity
        resolution. Tenant scoping at the WHERE layer; a cross-tenant agent_id
        returns an empty page, not a leak.
      operationId: getAgenticObservabilityIterations
      parameters:
        - name: agent_id
          in: query
          required: false
          schema:
            anyOf:
              - type: string
              - type: 'null'
            description: Streamkap agent id (Mongo ObjectId)
            title: Agent Id
          description: Streamkap agent id (Mongo ObjectId)
        - name: from
          in: query
          required: false
          schema:
            anyOf:
              - type: string
              - type: 'null'
            description: Time range start (ISO 8601)
            title: From
          description: Time range start (ISO 8601)
        - name: to
          in: query
          required: false
          schema:
            anyOf:
              - type: string
              - type: 'null'
            description: Time range end (ISO 8601)
            title: To
          description: Time range end (ISO 8601)
        - name: cursor
          in: query
          required: false
          schema:
            anyOf:
              - type: string
              - type: 'null'
            description: Pagination cursor — last page's next_cursor
            title: Cursor
          description: Pagination cursor — last page's next_cursor
        - name: limit
          in: query
          required: false
          schema:
            type: integer
            maximum: 200
            minimum: 1
            default: 50
            title: Limit
      responses:
        '200':
          description: Successful Response
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ObservabilityIterationsResponse'
        '422':
          description: Validation Error
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/HTTPValidationError'
      security:
        - FronteggHTTPAuthentication: []
components:
  schemas:
    ObservabilityIterationsResponse:
      properties:
        items:
          items:
            $ref: '#/components/schemas/ObservabilityIterationItem'
          type: array
          title: Items
        next_cursor:
          anyOf:
            - type: string
              format: date-time
            - type: 'null'
          title: Next Cursor
      additionalProperties: false
      type: object
      required:
        - items
      title: ObservabilityIterationsResponse
      description: |-
        `/agentic/observability/iterations` envelope.

        ``next_cursor`` is the ``started_at`` of the last row in the page, or
        ``None`` when fewer than ``limit`` rows came back (end of stream).
    HTTPValidationError:
      properties:
        detail:
          items:
            $ref: '#/components/schemas/ValidationError'
          type: array
          title: Detail
      type: object
      title: HTTPValidationError
    ObservabilityIterationItem:
      properties:
        iteration_id:
          type: string
          title: Iteration Id
        started_at:
          type: string
          format: date-time
          title: Started At
        ended_at:
          type: string
          format: date-time
          title: Ended At
        op_count:
          type: integer
          title: Op Count
        error_count:
          type: integer
          title: Error Count
        duration_ms_total:
          type: integer
          title: Duration Ms Total
        agent_id:
          anyOf:
            - type: string
            - type: 'null'
          title: Agent Id
        agent_label:
          anyOf:
            - type: string
            - type: 'null'
          title: Agent Label
      additionalProperties: false
      type: object
      required:
        - iteration_id
        - started_at
        - ended_at
        - op_count
        - error_count
        - duration_ms_total
      title: ObservabilityIterationItem
      description: >-
        One row in the trace (iteration) rollup list.


        An ``iteration_id`` groups all operations of one input-record's

        processing chain - the "trace" unit. ``duration_ms_total`` is the SUM of

        the iteration's operation durations (the table timestamp is

        second-resolution, so wall-clock max-min collapses to 0). ``agent_id`` /

        ``agent_label`` are populated only on the fleet-wide feed; on a

        per-agent view the agent is already known and they stay ``None``.


        ``started_at`` / ``ended_at`` are UTC (the ClickHouse ``DateTime``
        column

        carries no timezone; the ``_force_utc`` validator stamps ``Z`` so the FE

        parses them as UTC, not local time).
    ValidationError:
      properties:
        loc:
          items:
            anyOf:
              - type: string
              - type: integer
          type: array
          title: Location
        msg:
          type: string
          title: Message
        type:
          type: string
          title: Error Type
        input:
          title: Input
        ctx:
          type: object
          title: Context
      type: object
      required:
        - loc
        - msg
        - type
      title: ValidationError
  securitySchemes:
    FronteggHTTPAuthentication:
      type: http
      scheme: bearer

````