--- title: "6 Multi-Agent Orchestration Design Patterns Every Developer Should Know" url: https://daily.dev/posts/6-multi-agent-orchestration-design-patterns-every-developer-should-know-vblrbevq7 source_url: https://build5nines.com/6-multi-agent-orchestration-design-patterns-every-developer-should-know type: article source: "Build5Nines" published: 2026-05-31T07:42:21.137Z updated: 2026-05-31T08:31:15.043Z tags: ["llm", "ai-agents", "distributed-systems", "design-patterns"] reading_time: 15 upvotes: 0 comments: 0 language: en --- > ## Documentation Index > Fetch the complete documentation index at: https://daily.dev/llms.txt > Use this file to discover all available pages before exploring further. # 6 Multi-Agent Orchestration Design Patterns Every Developer Should Know **[Build5Nines](https://daily.dev/sources/build5nines)** · 15 min read · 0 upvotes · 0 comments ## Summary A structured guide to six multi-agent AI orchestration design patterns: Sequential Pipeline, Parallel Fan-Out/Fan-In, Hierarchical Delegation, Consensus and Debate, Event-Driven Reactive, and Iterative Refinement Loops. Each pattern is explained with use cases, when to avoid it, and key tradeoffs. The post also covers shared state management (single-writer principle, optimistic vs. pessimistic concurrency), error categories with recovery strategies, and compensation actions for partial failures. A comparison table maps common workflows to recommended patterns, and the overall advice is to start simple and compose patterns only when needed. ## Full article daily.dev links to this article rather than hosting it. Read it at the original source: ## Similar posts on daily.dev - [Google’s Eight Essential Multi-Agent Design Patterns](https://daily.dev/posts/google-s-eight-essential-multi-agent-design-patterns-oqx9xqfqw) · InfoQ · 1 upvotes · 0 comments - [7 Must-Know Agentic AI Design Patterns](https://daily.dev/posts/7-must-know-agentic-ai-design-patterns-n1thrld9d) · Machine Learning Mastery · 32 upvotes · 1 comments - [7 Patterns in Multi-Agent Systems](https://daily.dev/posts/7-patterns-in-multi-agent-systems-rnyqqd7i2) · Daily Dose of Data Science \| Avi Chawla \| Substack · 2 upvotes · 0 comments - [Multi-agent coordination patterns: Five approaches and when to use them](https://daily.dev/posts/multi-agent-coordination-patterns-five-approaches-and-when-to-use-them-sywrpvaao) · Claude · 1 upvotes · 0 comments - [Multi-Agent AI Development: Architecture and Patterns](https://daily.dev/posts/multi-agent-ai-development-architecture-and-patterns-otqsxn1te) · SitePoint · 1 upvotes · 0 comments --- Tags: [#llm](https://daily.dev/tags/llm), [#ai-agents](https://daily.dev/tags/ai-agents), [#distributed-systems](https://daily.dev/tags/distributed-systems), [#design-patterns](https://daily.dev/tags/design-patterns) [View this post on daily.dev](https://daily.dev/posts/6-multi-agent-orchestration-design-patterns-every-developer-should-know-vblrbevq7)