When should you use a flow with several tasks?
Use a flow when steps need clear ordering or branches. Give each step a specific result, such as a draft or a list of facts to review. Keep final decisions with your app and its reviewers.
How does a person return to a pending review?
CrewAI documents a human feedback step and options for storing pending feedback and flow state. Choose the persistence setup for your version and decide who may resume a pending item. Keep the reviewed content and decision together so an older approval cannot apply to a later edit.
What can cost money if the framework is open source?
The core is MIT-licensed. Model calls, app hosting and persistent storage are separate. Estimate the calls each step needs and decide how the workflow stops when something is missing or a reviewer says no.
Where should a missing fact send a review back?
Draw a fictional city recreation newsletter with one drafting step, one source-checking step and an editor who decides whether it is ready.
- Mark the missing factGive the draft an unverified opening time. Return it to the fact check instead of handing it to the editor as ready.
- Set the end pointShow a corrected draft and the editor’s decision. Keep publication outside the draft workflow.