LinkedIn automation, run for you200 messages sent for you, in your voice · 10 places left · closes in —Run my first campaignDynamic workflows shipped with Opus 4.8 on May 28th 2026. One instruction. Claude writes its own execution plan. Up to 1,000 parallel sub-agents execute it. Outputs are…
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Playbook
4 sectionsDynamic workflows shipped with Opus 4.8 on May 28th 2026. One instruction. Claude writes its own execution plan. Up to 1,000 parallel sub-agents execute it. Outputs are fact-checked by reviewer agents before they reach you.
This playbook covers what the architecture actually is, the 11-day 750,000-line case study, how to trigger it with one word, and five specific GTM tasks worth running through it.
Section 1Dynamic workflows is the most significant change to how GTM engineers can use Claude Code. One instruction. Claude writes its own execution plan. Hundreds of parallel agents execute it. Outputs are fact-checked before they reach you. This page explains what actually changed and why it matters specifically for GTM work.
One feature buried in the release that most people scrolled past
Claude is now the manager. You are the director.
4x more honest about its own mistakes than 4.7
Section 2The proof that dynamic workflows works at scale comes from one documented case: a developer rebuilt 750,000 lines of code in 11 days using hundreds of parallel agents with two reviewers on every file. This page covers what that means for GTM engineers running large research, enrichment, and content tasks.
750,000 lines of work. Hundreds of parallel agents. 99.8% test pass rate.
GTM tasks map directly onto the workload dynamic workflows was built for
When dynamic workflows is worth using and when it isn't
Section 3Turning on dynamic workflows requires one word. There is no setup, no configuration, no code. This page covers the three ways to activate it and how to write a request that produces a useful execution plan.
Include the word 'workflow' in your request and Claude activates the swarm
Ultra Code mode and the built-in deep research command
Give Claude the goal, the inputs, and the output format
Section 4Five specific GTM tasks that map directly onto dynamic workflows. Each covers the request structure, what the workflow does, and what comes back.
500 leads. All processed in parallel. One qualified list as output.
20 competitors. All researched simultaneously. One intelligence brief.
30 content cards. All processed in parallel. Ready for Review Script in Notion.
Hundreds of old posts, emails, or assets read simultaneously
Scan the entire AI tools landscape for your ICP in an afternoon
AI Driven, Personalized Outreach on LinkedIn: Prosp 💜
We source the list, write the messages in your cloned voice and send 200 of them. You approve every draft and keep every reply.
