Staff Writer

Marcus Shih

Marcus has covered AI infrastructure and MLOps since 2013, with earlier bylines at several developer-focused trade outlets. He specializes in multi-agent system design, including delegation protocols, inter-agent communication patterns, and the coordination failures that emerge at scale.

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