The outcome

Operate an agentic workflow whose inputs, actions, approvals, and failures remain observable and recoverable.

Step by step

A workflow you can repeat.

  1. 01

    Select the trigger and define accepted senders, payload schema, rate limit, sensitive fields, duplicate key, and expected response time.

  2. 02

    Filter malformed, unauthorized, bot-generated, or repeated events before the Run an agent module and map only the fields the task requires.

  3. 03

    Require structured agent output and route proposed external actions through validation, policy checks, and human approval when impact is meaningful.

  4. 04

    Add bounded retries, error handlers, idempotency, timeouts, and an alert path so a provider or tool failure cannot repeat an action silently.

  5. 05

    Run shadow tests, review scenario history and credit use, redact retained payloads, then publish gradually with an owner and rollback switch.

Working standard

What good use looks like.

  • Filter before invoking the model.
  • Separate proposals from consequential actions.
  • Make every retry idempotent.

Official references

Check the current product documentation.