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The Swarm-or-Solo Card

Decide whether a job needs a team of AI agents, or just one.

One PDF for anyone running AI at work who keeps hearing that agents come next, and wants a test that takes two minutes instead of a weekend.

You don’t need to guess how to build your AI workflows anymore. This battle-tested cheat sheet is engineered for one thing: giving you a definitive answer on when to build a complex multi-agent system, and when to keep your tokens and stick to one.

What’s Inside:

  • The Two Shapes: Learn the difference between an orchestrator with workers and a team that messages itself.
  • The 14 Failure Modes: All documented ways multi-agent systems break down (like misalignment and verification failure), translated into plain words.
  • The Four-Question Test: Answer four simple Yes/No questions to instantly score your task and know exactly what to build.
  • Three Repeating Mistakes: Identify the top errors—like the “thin handoff” or “no checker”—and get the exact template to fix each one.
  • Clean Handoff: What to write into a handoff so the next agent does not guess
  • Blank Scoring Grid: Test, score, and make the call for three of your own real-world tasks immediately.

This Is For You If:

  • You have 10–20 hours a week max and need leverage, not more grind.

  • You’re building (or planning) AI tools, workflows, or automated systems and need to keep token costs down.

  • You want to use multi-agent frameworks (like Claude Code) but don’t know when to use a single helper versus an agent team.

  • You’re tired of complex AI runs failing, looping, or drifting off-task and need a reliable handoff framework.

Every framework includes real data from published sources like Anthropic and UC Berkeley — so you understand the strategy, not just the shortcut.

Still overcomplicating your AI systems and burning through API tokens?

The problem isn’t your ideas. It’s that you don’t have a system to test if a workflow actually needs to be split up. This card is your system.

This free resource is built for income stackers — people who want to build real online income without quitting their job or working 60-hour weeks.

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