Real AI agent use cases, with sources and setup prompts

Run an agency with 60 Claude Code agents organised into divisions

He built a Claude Code system with 60 agents for his agency: give it your client list and margins, it routes each job to the right division, does it and reports back, and it can prepare tomorrow's priorities each night.

$17/mo1 dayAdvancedSource linked

Source

@jack_9947 on X · 2026-10-22

Written in our own words. Credit to the original author. Link checked 2026-10-23.

What they did

He built a Claude Code system with 60 agents for his agency: give it your client list and margins, it routes each job to the right division, does it and reports back, and it can prepare tomorrow's priorities each night.

Result (as claimed)

The business side of the agency runs overnight; he made the system public.

Tools they used

Claude Code

Cost: Claude Code: from $17/mo.

Set it up

  1. Map the task

    Write the trigger, the inputs, the decisions and the output. Note which steps need a human yes.

  2. Connect the tools

    Set up Claude Code with the narrowest permissions that work. Use a test account or sandbox first.

  3. Build the workflow

    Create the steps in order. Add an approval step before anything sends, pays or deletes.

  4. Run it on real but low-stakes data

    Run a few times, read every output, and fix prompts or rules that misfire.

  5. Schedule and monitor

    Turn on the schedule or trigger, and add a daily summary or alert so you notice failures.

Copy the full setup prompt

Paste into your agent and it will walk you through the setup, asking before anything that sends, posts or spends.

You are helping me set up this AI use case end to end in Claude Code.

Goal: Run an agency with 60 Claude Code agents organised into divisions
What the original author did: He built a Claude Code system with 60 agents for his agency: give it your client list and margins, it routes each job to the right division, does it and reports back, and it can prepare tomorrow's priorities each night.
Reported result (as claimed by the author): The business side of the agency runs overnight; he made the system public.
Source: https://x.com/jack_9947/status/2113252550304526725
Tools they used: Claude Code
Category: Automation & business

Please:
1. Ask me 3 short questions about my situation (accounts I have, budget, what I want the output to look like).
2. Propose a step-by-step plan using these tools or cheaper alternatives, with the time and cost of each step. Use official pricing pages; say "check pricing" if unsure.
3. Then do the setup with me one step at a time, waiting for my OK before anything that sends messages, posts publicly, spends money or deletes data.
4. Finish with a checklist to run it again next time.

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Guides for this use case

How to vibe code an app with Claude Code · How to build a team of AI agents with a chief of staff · How to automate a small business with AI agents · How to run multiple coding agents together

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