GUIDE

Why Production Agents Often Look Like State Machines

A reliable workflow can be explicit without being less intelligent.

agent workflowstate machinereliable AI

Why this matters

Explicit states make retries, approvals and handoffs visible. That is a strength when the system has business consequences.

The practical takeaways

  • Name states and allowed transitions.
  • Persist state outside the model context.
  • Make recovery a designed path, not an exception.

How to apply it

Start with one measurable workflow, define the failure boundary, and publish the result with enough context for another builder to reproduce the decision. The goal is not to chase every announcement; it is to turn useful changes into better products, skills and deployment practice.

Editorial note

This is an original FDE editorial synthesis based on the linked source. It is not a translation or reproduction of the source article.