Run your GTM in parallel: dynamic workflows

I want you to think about the last time you ran a big outbound campaign.

Not the small test batch. The real one. 300 accounts, maybe 500. You had the list, you had the ICP, you had the sequences mapped out.

And somewhere in that process, probably around hour three, you realized the bottleneck wasn't your strategy. It wasn't your copy. It wasn't even your data.

It was TIME. Pure, sequential, one-thing-at-a-time “time.”

That's the problem I want to talk about today.

Here's something most people don't think about when they use Claude Code.

When you give it a goal, clean my CRM, score these leads, enrich these contacts, build these sequences, it works the way one very smart person works.

It starts at the top of the list. It finishes that row.

Then it moves to the next.

Then the next.

Step by step, in order, from beginning to end.

And that's genuinely useful. It's better than doing it yourself. It's better than most tools on the market.

But it's still one lane.

In late May, Anthropic shipped something called “dynamic workflows.”

And the idea behind it is simple, but the implications are significant.

Instead of one agent holding the entire plan in its head and walking through it step by step, Claude writes an orchestration script. A short piece of code. And that script fans out across tens of agents, all running in parallel, all working simultaneously on different pieces of the same job.

The model still does the thinking. That doesn't change. What changes is where the coordination lives. The coordination moves out of the model's context window, where it can drift, where it can get tired, where it can lose the thread at step 47, and into code. Deterministic code. Code that doesn't forget.

That is not a small thing.

Let me make this concrete for a GTM operator.

Imagine you're sourcing 400 accounts for a new vertical campaign. You need each account researched. Scored against your ICP. Enriched with contact data. And you need a sequence recommendation for each one before your campaign starts.

In a sequential run, that's a long job. You kick it off, you wait, you check the output, you continue.

In a dynamic workflow, you describe the outcome once. Claude reads the prompt, writes the orchestration script, and spawns parallel agents, each one working a slice of that account list at the same time. Not one after another. At the same time.

What was a multi-hour job becomes something you kick off, step away from, and come back to when it's done.

How do you actually use it?

If you're on Max, Team, or Enterprise, it's already on. Nothing to configure.

If you're on Pro, go to /config and enable it from there.

To trigger a workflow run, you include the word "workflow" in your prompt. That's the signal. Claude Code reads that word and knows you want it to write an orchestration script rather than execute linearly.

A real GTM prompt sounds like this:

You describe the outcome. The architecture handles the execution.

Now I want to be honest with you about one thing.

More agents means more tokens. And tokens cost money. This is not a reason to avoid dynamic workflows, it's a reason to be deliberate about how you start.

The discipline is simple: run your first workflow on 20 accounts. Not 400. Check the output quality. Check the cost. Understand what you're working with. Then scale.

Your CLAUDE.md file matters more here than it does in a single-agent run. Because you now have many agents working independently from the same instructions. The cleaner your ICP criteria, your enrichment logic, your output format, the less drift you'll see across the run.

Build the foundation right. The parallel execution takes care of itself.

Your move this week is small. Take a workflow you already have. Rewrite the prompt with the word "workflow" in it. Run it on 20 accounts. See how it behaves.

That's the entry point. Everything else follows from there.

The revenue is in the engineering.

Stay safe out there.

Much Love,

Benjamin Reed

Revyops & NextGen Founder

P.S. Check out ReyvOps at Revyops.com.

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The Builder's Playbook is a series by Benjamin Aaron Reed on the tools, systems, and workflows that give founders and GTM operators an unfair advantage. New issues drop regularly.