Ana Doliveira

Turn quarters of work into days.

The one-page reference for triggering, scoping, and controlling Claude Code dynamic workflows. Claude writes its own orchestration script, fans out tens to hundreds of parallel subagents, has them verify and refute each result, then folds everything into one answer.

One-page reference4 signature patternsToken guardrailsFirst-workflow checklist

What's inside

The full cheat sheet.

One page. No fluff. Everything you need to know when to reach for a dynamic workflow, how to trigger it, and how to keep it on the rails.

What a dynamic workflow is

One agent versus an orchestrated fan-out, in plain terms. When you need scale, and when a normal session is the right call.

The 4 signature patterns

Hunt plus verify, large migration, checked-twice critical work, and plan stress-test. The shapes that actually pay off.

The 2 ways to trigger one

Ask directly, or turn on ultracode. What each does and which to reach for in the moment.

Token guardrails

How to scope a fan-out so it stays useful without quietly burning through your budget.

The prompt formula

Scope plus goal plus verification bar plus output shape. The four inputs that get you a great workflow on the first try.

5 mistakes to avoid

The traps that waste agents and tokens, plus a first-workflow checklist so your first run actually lands.

Why this matters

The scale is real.

A dynamic workflow is not a longer chat. Claude writes the orchestration itself, splits the job across tens to hundreds of parallel subagents, then makes them check and refute each other's work before anything reaches you.

That is how work that used to take quarters collapses into days, without you giving up control of scope, verification, or cost.

Proof point

Bun was ported from Zig to Rust with dynamic workflows.

  • About 750,000 lines of code.
  • 99.8 percent of the test suite passing.
  • 11 days, first commit to merge.
  • Hundreds of parallel agents, two reviewers per file.

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