Uteke Room System: Multi-Agent Memory Coordination

Uteke Room System: Multi-Agent Memory Coordination

When you run multiple AI agents that need to share context, the coordination problem becomes real fast. Uteke's Room system solves this by giving agents a shared namespace where they can read and write memories collaboratively. Think of it as a shared whiteboard for your agent team.

The Problem with Shared Memory

A single Uteke instance stores all memories in one flat namespace. That works for one agent, but when you have a researcher agent, a coder agent, and a reviewer agent all sharing the same memory store, things get noisy fast. The researcher's domain knowledge pollutes the coder's context, and recall quality drops.

Rooms as Namespaces

Rooms in Uteke are isolated memory namespaces. Each room has its own set of memories, searchable independently. An agent can write to multiple rooms and read from the rooms it needs. This keeps memory organized by domain or workflow.

Real-World Setup

In our agent fleet, we use rooms for different products. The Uteke agent writes product-specific memories to its own room. The Cora Code agent has a separate room for code review patterns. When a new agent needs context about a product, it reads from the relevant room instead of the global memory store.

• Create rooms via the REST API with descriptive names
• Each room supports remember, recall, search, and summary operations
• Rooms can be listed, inspected, and cleaned up independently

Cross-Agent Coordination

The coordination happens at the application level, not inside Uteke. Your orchestrator decides which rooms each agent should access. This keeps Uteke simple — it stores and retrieves memories — while the orchestration logic stays in your agent framework.

A common pattern is having a shared 'project' room for cross-cutting concerns (deadlines, decisions, architecture choices) alongside product-specific rooms for domain knowledge.

When to Use Rooms

Rooms are worth the extra organizational effort when you have three or more agents with clearly different domains. For a single agent or two agents in the same domain, the flat memory store is simpler and works fine.

Rooms are documented in the Uteke README. Start with a single room and add more as your agent fleet grows.