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EXPANDED GUIDE · AI agents

Creating an agent operations runbook

A production agent needs a human-readable response plan for failures. The runbook should explain how to pause, inspect and recover the workflow.

Write a runbook around real incidents

Document how an operator can pause the workflow, inspect its state, reconcile uncertain actions and resume safely. Include owners, access requirements and the location of relevant evidence. Organize the runbook by symptoms such as repeated failures, unexpected writes or stale source information. A generic instruction to contact support is insufficient for time-sensitive recovery.

Worked example

Illustrative scenario; not a claim of measured client results.

For a duplicate-action incident, the runbook should identify the operation records to inspect, how to stop further retries and how to determine which actions actually completed. It should also explain what can be reversed and who has authority to do so. Use test incidents to check that an operator can follow the steps without relying on the original developer's memory.

Checks, limitations and next decisions

Review the runbook after incidents and integration changes. Keep sensitive credentials out of the document and link to the approved access process instead. Record limitations and escalation conditions clearly. A useful operations guide turns a model-driven workflow into a service that people can supervise, troubleshoot and recover when its ordinary assumptions stop holding.

A practical starting point

Work through these checks in order. Use the results to decide what needs to change in your own workflow.

  1. Document owners, dependencies and alert conditions.
  2. Provide steps for disabling writes and restoring service.
  3. Include reconciliation procedures for uncertain actions.

A mistake to avoid

Do not rely on the original developer being available during every incident.

How to check progress

Run a tabletop exercise and record gaps in access, evidence and recovery steps.

Your action checklist

Use this checklist while reviewing your own setup. Checkmarks are temporary and stay in this open page.

For the wider decision process, read Choosing an agent when a workflow is not a fixed script.

Further reading

Official background resources for this topic. The workflow above is general guidance, not a guarantee of a particular result.

AI-assisted editorial content. Examples are illustrative, not client case studies. Read our editorial policy or report a correction.