Refining & Rerunning

Iterate on a brew without losing the original.

Refine

The Refine button feeds your current final_output + feedback into the Refiner agent, which re-pours with the same JSON schema. Use this when:

• The structure is right but the content is shallow
• You want a tighter tone
• You want one section expanded

Each refinement is stored as a row in brew_outputs so you can review history.

Rerun

The Rerun button wipes existing stage rows and runs the full pipeline again. Use this when:

• You want fresh framing from the Scout
• You changed the goal or tone significantly
• The original brew failed mid-pipeline

Inputs (title, goal, context, tone, format) are reused as-is. To change inputs, create a new brew.

When to do which

Situation	Action
Tweak phrasing	Refine
Add a missing section	Refine
Bad framing from the start	Rerun
Cold-start failure	Rerun
New inputs entirely	New brew