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Does the OpenAI API preserve dependencies between parallel tool calls?

Natalia Volkova 33 22 Oct 2026

I’m testing an OpenAI API workflow where the model can call more than one tool in a turn. Some calls are independent, but others depend on the result of an earlier lookup—for example, fetching an order before checking its delivery status.

How should an application handle parallel tool calls when the operations have dependencies? Does the model reliably indicate which calls can run together, or should I disable parallel calls and manage the order myself?


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