AI Vault
SYSTEM

Multi-Agent Workflow Starter

When to use multiple AI agents — and when not to.

ONE-TIME PURCHASE · NO SUBSCRIPTION

$1

Get Started for $1

14-day refund. If a system doesn't work as described, email me within 14 days and I'll refund it.

What's inside

Outcome

Know when to use multiple AI agents — and when not to — with runnable example code.

Setup time

~20 minutes to run the example

Difficulty

🟡 Intermediate

Inside the system

  • 6 guides: what multi-agent is, when NOT to, orchestration patterns, a CrewAI example, subagents
  • Annotated CrewAI example code (crew_example.py)
  • Premium PDF Edition

Quick start

  1. 1Read 02-when-NOT-to (the important one)
  2. 2Run the CrewAI example
  3. 3Decide if your task even needs multi-agent

Works with

ClaudePythonCrewAIClaude Code

Updates

Version 1 — current. Re-download the latest version anytime from your purchase link.

What you get & need

The files in this download, the real tools you'll use (linked, never bundled), and the services you sign up for yourself.

Included

9
README.mdIncludedContents + the one rule.
00-START-HERE.mdIncludedThe starter map + the one rule.
01-what-and-why.mdIncludedWhat multi-agent means + the honest why.
02-when-NOT-to.mdIncludedThe most important chapter: when a single agent wins.
03-orchestration-patterns.mdIncludedSequential, manager/worker, parallel, review.
04-crewai-example.mdIncludedA working example to run.
05-subagents-guide.mdIncludedThe lighter alternative you will often prefer.
crew_example.pyIncludedThe annotated example code.
AI-Vault-Multi-Agent-Starter.pdfIncludedThe premium print edition.

How to use it

Plain Markdown + a runnable Python example + a PDF. Read 00-START-HERE, then 02-when-NOT-to first (most tasks need one good agent). Run examples/crew_example.py to see orchestration in practice. Yours to keep.

Who it's for

solo devprofessional

Compatible with

Claude Code

Pairs well with

Get all of these in the Developer Vault →

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After you buy

The files are yours

A download you keep — not a login, not a subscription.

The price is the price

Set by hand. No fake “usually $99,” no countdown timers, no invented sales counts.

14-day refund

If it doesn't work as described, email me within 14 days and I'll refund it.

Reading is free — the page is the pitch. You only pay for the files themselves. If something here stops being worth recommending, it's retired in public, not quietly sold on.