Senior Anthropic Engineer Drops 12-Page PDF: 'Graph Engineering' for Multi-Agent Systems

A senior Anthropic engineer released a 12-page PDF detailing a 5-stage graph engineering approach for multi-agent systems: Extract (Haiku extracts entities and S-P-O triples), Resolve (Sonnet clusters aliases), Assemble (canonical nodes with typed edges), Query (serialize subgraph, Sonnet reasons over triples, each answer cites an edge). It acts as persistent memory for multi-agent systems—workers write, evaluators fact-check, loops persist overnight.

• Anthropic
• multi-agent
• Knowledge Graph
• Graph Engineering