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# Multi-Agents in RavenDB

**[Ayende @ Rahien](https://daily.dev/sources/ayende)** · 9 min read · 0 upvotes · 0 comments

## Summary

RavenDB's multi-agent feature lets developers compose multiple AI agents with clear boundaries rather than building a monolithic orchestration framework. Each agent has its own system prompt, LLM connection, scoped tools, and isolated conversation history stored as documents. A parent agent delegates to specialist subagents via a simple SubAgents configuration entry — no custom router or dispatch logic required. RavenDB handles conversation state, memory sharing, and invocation automatically. The approach mirrors classic software design principles: small, independent components with limited scope. Multi-agents are recommended only when teams need independent development, different models per task, or explicit context isolation — not as a default architecture.

## Full article

daily.dev links to this article rather than hosting it. Read it at the original source: <http://ayende.com/204068-a/multi-agents-in-ravendb>

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---

Tags: [#llm](https://daily.dev/tags/llm), [#architecture](https://daily.dev/tags/architecture), [#ai-agents](https://daily.dev/tags/ai-agents), [#ravendb](https://daily.dev/tags/ravendb)

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