When to Use an Agent

A per-step gate for complex workflows: when to use code, a single LLM call, or a full agent loop — and how to weigh token cost against judgment value.

Ask Per Step

Is the next action already known?

Use An Agent When

Path is uncertain until mid-flight

Skip The Agent When

Fixed ETL / CRUD / validation