Multi-Agent Orchestration Topologies
Parent: AI Agent Ecosystems · researched 2026-05-31T23:40:59.392Z· 14 sources · 10 concepts · skill ai-agent-engineering
AI & agent-engineering family ROUTER. Split into: ai-agents-orchestration (agent frameworks, multi-agent, memory, planning, guardrails, coding/GUI agents, autonomous loops, eval); ai-rag-retrieval (RA
ai-agent-engineering
- AI & agent-engineering family ROUTER. Split into: ai-agents-orchestration (agent frameworks, multi-agent, memory, planning, guardrails, coding/GUI agents, autonomous loops, eval); ai-rag-retrieval (RAG, iterative retrieval, vector/graph datastores); ai-llm-model-layer (training, fine-tuning, alignment/RLHF, compression, inference serving, transformer/multimodal architecture, model selection, observability); ai-mcp-sdk-prompting (MCP servers/builder, Anthropic SDK, prompt engineering, context engineering, LLM frameworks, tool-search, prompt lookup). Route to the matching sub-hub. [source]
- This hub routes to on-demand reference files under references/. See each spoke for depth. [source]
Children
- Orchestrator-Worker (Supervisor) (frontier)
- Hierarchical Agents (frontier)
- Network / Peer-to-Peer (frontier)
- Sequential & Parallel Pipelines (frontier)
- Handoff / Swarm (frontier)
- Group Chat (AutoGen / Magentic-One) (frontier)
- Blackboard Architecture (frontier)
- Single-Agent vs Multi-Agent Decision (frontier)
- Role Specialization & Decomposition (frontier)
- Shared vs Isolated Context (frontier)
Frontier under this node: Blackboard Architecture, Group Chat (AutoGen / Magentic-One), Handoff / Swarm, Hierarchical Agents, Network / Peer-to-Peer, Orchestrator-Worker (Supervisor), Role Specialization & Decomposition, Sequential & Parallel Pipelines, Shared vs Isolated Context, Single-Agent vs Multi-Agent Decision