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Feature request: Checkpoint/resume support for long-running agent workflows #11

Description

@liamjojn-afk

For more complex agent workflows, it could be valuable to support checkpointing so execution can resume after an interruption instead of starting from scratch.

This would be especially useful for tasks involving browser automation, multiple tool calls, or lengthy document processing.

A lightweight checkpoint mechanism that stores the workflow state could improve both reliability and the overall developer experience, particularly for production use cases.

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