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# Durable Execution with Temporal
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!!! note
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Durable execution support is in beta and the public interface is subject to change based on user feedback. We expect it to be stable by the release of Pydantic AI v1 at the end of August. Questions and feedback are welcome in [GitHub issues](https://github.com/pydantic/pydantic-ai/issues) and the [`#pydantic-ai` Slack channel](https://logfire.pydantic.dev/docs/join-slack/).
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Pydantic AI allows you to build durable agents that can preserve their progress across transient API failures and application errors or restarts, and handle long-running, asynchronous, and human-in-the-loop workflows with production-grade reliability. Durable agents have full support for [streaming](agents.md#streaming-all-events) and [MCP](mcp/client.md), with the added benefit of fault tolerance.
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[Temporal](https://temporal.io) is a popular [durable execution](https://docs.temporal.io/evaluate/understanding-temporal#durable-execution) platform that's natively supported by Pydantic AI.
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