# Durable orchestration for multi-agent AI systems

Canonical: https://brew.new/templates/temporal/durable-orchestration-for-multi-agent-ai-systems

Brand: temporal.io
Category: general

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## Email content

Temporal

Durable orchestration for multi-agent AI Systems White Paper

Hi there,

Agent systems often start with one prompt, one set of tools, and one loop. However, trouble starts when additional instructions, tools, and context arrive and it is revealed that the first loop was never meant to be interrupted. So how can this problem be solved?

Follow along with one customer-operations agent as it grows into a durable multi-agent system, with Temporal.

In this white paper, we’ll review:

How to tell a real boundary from a long prompt

What Durable Execution provides once the boundaries are drawn

How three Temporal primitives express three different relationships between capabilities

How to prove the design works by failing it deliberately

Have questions about building durable multi-agent AI systems?

Book time with a Temporal expert to explore your use case.

Get the white paper

Best,

The Temporal Team

Temporal

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