International Journal of Scientific Research and Engineering Development

Agentic AI systems enable autonomous multi-agent collaboration for complex workflows, but seamless coordination through task handoffs and conflict resolution remains challenging. This paper presents DynamicCoord, a comprehensive protocol suite integrating: (1) context-preserving task handoffs with capabilityaware routing, (2) adaptive messaging via Message Communication Protocols (MCP), (3) multi-tier conflict resolution combining auction mechanisms, negotiation protocols, and belief-merging algorithms, and (4) reflection loops for continuous improvement. Evaluation across 500 workflow scenarios demonstrates 38% improvement in completion rates, 42% reduction in handoff latency, and 31% faster conflict resolution versus state-of-the-art baselines. Mathematical formulations using cross-entropy optimization and game theory provide theoretical rigor. Real-world validation across supply chain, customer support, and financial services shows 50- 70% operational efficiency gains.

Dr.Vinay Goyal,"Dynamic Coord: Advanced Protocols for Multi-Agent Coordination in Agentic Workflows with Robust Task Handoffs and Conflict Resolution Mechanisms" International Journal of Scientific Research and Engineering Development, V9(1): Page(2021-2027) Jan-Feb 2026. ISSN: 2581-7175. www.ijsred.com. Published by Scientific and Academic Research Publishing.