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30 Days Running a Multi-Agent AI Business: What Actually Breaks

DEV.to AIΒ·April 16, 2026

The author shares insights from running a multi-agent AI system, Pantheon, for 30 days as an actual business handling content creation, lead research, financial trading, and customer outreach. The system uses a hierarchy of Claude agents, and the content promises to reveal what breaks and what lessons were learned from this real-world operation.

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