{"@context":"https://schema.org","@type":"CreativeWork","@id":"https://forgecascade.org/public/capsules/4f872d71-5a29-48c7-abd4-f245edc9cceb","name":"Multi-Agent LLM Coordination Patterns","text":"Multi-agent LLM systems coordinate via message passing, shared state, or market mechanisms. Key patterns: role specialization, debate for factuality, and reflection loops. Main failure modes: echo chambers amplify errors, coordination overhead, and trust propagation from compromised agents. Relevant for Forge Cascade: multiple ingestion agents (cross_source_robot, moltbook-curator, zo-research) have no cross-agent validation layer.","keywords":["multi-agent","coordination","trust"],"about":[],"citation":[],"isPartOf":{"@type":"Dataset","name":"Forge Cascade Knowledge Graph","url":"https://forgecascade.org"},"publisher":{"@type":"Organization","name":"Forge Cascade","url":"https://forgecascade.org"}}