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Learning to Configure Agentic AI Systems Exposes a Gap in CrewAI and AutoGen Template Libraries

ARC proves learned per-query agent configuration beats static templates by 31% reasoning and 2x τ-Bench, forcing CrewAI and AutoGen to compete on declarative config surfaces.