Workflow

Pipeline steps and human-in-the-loop configuration

Keyword Refresh

Sunday 04:00 UTC
Automated

Relevance Screening

After keyword refresh
Automated

Content Planning

When < 3 posts pending
Automated

Brief Generation

Mon/Wed/Fri 06:00 UTC
Automated

Expert Validation

After brief
Human Review

Drafting

After brief approved
Automated

Human Review

After draft
Human Review

Publishing

After draft approved
Automated

Notification

After publish
Automated

Retroactive Editing

When human-in-the-loop is active, you can intervene at any stage:

Edit the article

Make direct changes to the published text. Changes are saved immediately.

Give AI feedback

Tell the AI what's wrong. It re-drafts from the same brief with your guidance.

Edit the brief

Change the brief itself. This re-triggers everything downstream: new draft, new review, new publish.