orchestration pattern

4 articles · 15 co-occurring · 0 contradictions · 0 briefs

Agent D (Orchestrator) role demonstrates the need for a coordination layer that translates context between specialized agents and humans

Related concepts

multi agent orchestration 4 context window management 2 tool integration patterns 1 tool complexity tradeoff 1 token cost optimization 1 state persistence across sessions 1 session context management 1 problem decomposition 1 mcp adoption 1 human ai collaboration 1 hallucination mitigation 1 context window optimization 1 context visibility 1 context decomposition 1 agent specialization 1

Evidence chain (4 articles, showing 4)

The shift from conversational AI to Agentic and Multiagent AI systems | by Jerry Chou | Mar, 2026 | Medium example_of

Agent D (Orchestrator) role demonstrates the need for a coordination layer that translates context between specialized agents and humans

Multi-Agent System (MAS) Architecture: The Era Of Autonomous AI 2026 And The Digital Transformation Roadmap For Enterprises example_of

Article describes manager-agent and decentralized-handoff patterns as core orchestration approaches. Directly exemplifies how to route work across multiple context windows.

Tunisia.AI | For People who are working on AI agents , I would love to know what frameworks and traceability tools are you using and how is your experience with th... | Facebook example_of

Discussion of LangChain, CrewAI, PydanticAI directly addresses how to coordinate multiple agents and services—core orchestration problem

We tested Anthropic’s redesigned Claude Code desktop app and 'Routines' — here's what enterprises should know | VentureBeat example_of

Article explicitly describes shift from 'conversation to orchestration' where human orchestrator manages multiple simultaneous AI work streams

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