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CrewAI for Multi-Agent Automation

Module 09 Knowledge Check

5 questions. Pass mark 4 out of 5. Answer every question before checking the answer key below, then retry after reading the feedback.

1. The most expensive common failure is…

2. Every crew should have…

3. Agents agreeing with each other is dangerous because…

4. Context passed between many agents tends to…

5. The most effective cost control is usually…

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Answer Key and Explanations

Check these only after attempting every question.

1. B - Agents looping - handing work back and forth without converging

Loops multiply every per-step cost until a limit stops them.

2. B - Iteration and budget limits with a defined behaviour when they are hit

Unbounded execution is unsafe operationally regardless of task quality.

3. B - Apparent consensus can be conformity, not verification

A reviewer agent that rubber-stamps adds cost and false confidence, not quality.

4. B - Grow, raising cost and diluting attention on what matters

Trim deliberately at each handoff or the run becomes both expensive and vaguer.

5. B - Removing unnecessary agents and steps

Structural simplification beats per-call savings and usually improves quality too.

Practical Check

Apply this module to your own work: complete the module activity for *Multi-Agent Failure Modes and Cost Controls*, then write one sentence naming what your result shows and one naming what it does not.

Strong Answer Pattern

A strong answer names the task, the evidence used, the check performed, and the remaining limitation. It avoids "proved", "guaranteed", or "always" unless the evidence genuinely supports it.