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The hidden tax every multi-agent Claude operator was paying.

Sub-agent outputs now pass through code, not through the main session. This is the operator setup for Claude Code's new Dynamic Workflows. The 4 primitives, the design patterns Claude writes for you, and the failure modes you will hit. Operator workflow only.

Why every sub-agent handoff was costing you 90 percent redundant tokens and dragging the orchestrator down
The 4 primitives that make up the entire workflow toolkit: agent, schema, parallel, pipeline
How to enable it in one command and the rainbow 'workflow' keyword that triggers Claude to write the file for you
Design patterns Claude writes cleanly on first try (review-loop, pipeline, budget-driven, resume-from-stage) plus the 4 failure modes

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The operator setup for Claude Code's new Dynamic Workflows. Sub-agents pass data through code, not through Claude. 4 primitives, 4 patterns, 4 failure modes.

A look inside

What's inside

What You'll Learn

The hidden agent orchestration tax, why every sub-agent handoff was costing you 90 percent redundant tokens and dragging the main session down What Dynamic Workflows actually changes, sub-agent outputs route through a JavaScript code file instead of through the orchestrator's con

What This Guide Is (And Isn't)

Dynamic Workflows is the biggest upgrade Claude Code has shipped since sub-agents.

Who This Is For

Anyone running more than 2 Claude agents in a single Claude Code session.

About the author

Cooper Simson

Founder of Actionable AI. 30,000+ operators read the newsletter.

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Is this guide free?

Yes. Enter your details and you can open the full guide immediately.

Do I need to know how to code?

No. The guide explains the work in practical steps and calls out technical details only when they matter.

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