CrewAI multi-agent pipelines fail in a specific way:Agent A produces output → Agent B receives it → Agent B cannot parse the format → returns empty string → Agent C gets nothing → produces hallucinated output → task "completes" with wrong resultNo exception raised. No error logged. The crew just quietly gives you wrong answers.https://mechanicai.dev/blog/crewai-agent-debugging.php#CrewAI #AI #MultiAgent #Python
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