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CrewAI for Multi-Agent Automation

Module 10 Activity

Scenario

The capstone: a reviewed multi-agent automation with the evidence that its controls work.

What you build

A complete crew with guardrails built into the tools, full instrumentation, deliberate failure-path tests, and a handover note that states its limits.

Steps

  1. Choose a workflow and run it through the four checks. Write down why one agent would not do.
  2. Build the guardrails inside the tools from the start - including requiring the approver as a parameter.
  3. Instrument all five sections before the first real run: per task, per tool call, per run, human review, budget.
  4. Write one test per control that constructs the failing condition, including the duplicate approval that manual testing cannot produce.
  5. Measure against the manual process, including review time and both error rates.
  6. Write the handover note with known limits, an owner, and next steps. Give it to someone and record every question they ask.

Evidence to hand in

Review checklist