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Jun 8, 2026Engineering

CrewAI vs AutoGen: Multi-Agent AI Frameworks for Enterprise Teams in 2026

Multi-agent AI systems crossed a threshold in 2025. They moved from research curiosity to production infrastructure at companies that can afford to find out what breaks. The frameworks that emerged to manage these systems now face the same scrutiny any production dependency faces: stability, debuggability, vendor lock-in, and the cost of the person who maintains it at 2am when something fails.