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
Beyond Demos: Building AI Systems That Actually Work
Most AI projects fail in production. Here's why the gap between demo and deployment is where real engineering begins, and what production AI actually requires.
Production AIAgentic Architecture
Beyond Chatbots: Multi-Agent Architecture Patterns for Production
Single-model AI hits a ceiling fast. Four multi-agent architecture patterns we use to coordinate specialized agents in production.
Agentic ArchitectureMulti-Agent Systems