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The longest sequential recipe in the cookbook. A creative director writes a brand brief, a copywriter drafts landing page copy, a designer produces HTML/CSS from that copy, a critic reviews the output, and a final editor applies the improvements. Every agent builds on the full accumulated context from all prior nodes.

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

The 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.