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Multi-Agent Systems

2 articles

Five named agent boxes connected by sequential arrows, with one box collapsed and the entire chain failing downstream

Most multi-agent systems are sequential pipelines wearing a costume

Most 'multi-agent' systems are sequential pipelines with role-play prompts. Three diagnostic questions to tell the difference.

Multi-Agent SystemsAgentic ArchitectureProduction AI
Four multi-agent architecture topology patterns: hierarchical, mesh, pipeline, and star

Beyond Chatbots: Multi-Agent Architecture Patterns for Production

Single-model AI hits a ceiling fast. Here are the architecture patterns we use to build multi-agent systems that coordinate hundreds of specialized agents in production.

Agentic ArchitectureMulti-Agent Systems