What it demonstrates
- A five-node pipeline — the longest sequential chain in the cookbook
- Deep
working.*context accumulation across every step - Multi-modal output types (text briefs, marketing copy, raw HTML)
- Critique and revision as explicit nodes, not implicit LLM behavior
- How context from early nodes (the brief) remains available to late nodes (the final editor)
Run it
output.final_html key in the trace contains renderable HTML. Paste it into a browser to see the result.
Workflow
docs/cookbook/graphic-design-firm/workflow.yaml
Graph
Next steps
Blind Code Review
The same write-review-revise pattern applied to code.
News Desk
A four-agent editorial pipeline with a similar handoff structure.