DeLM Decentralizes Multi-Agent Coordination via Shared Verified Context Queue

DeLM replaces centralized orchestration in multi-agent LLM systems with parallel agents that asynchronously claim tasks from a shared queue, write verified updates to a common context, and build on each other's progress without routing through a controller. The design targets the communication bottleneck that emerges as subtask count scales in existing MAS frameworks.