Add Thread / Async Workflow Runner#491
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pan-x-c merged 4 commits intoagentscope-ai:mainfrom Jan 28, 2026
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This pull request introduces significant improvements by adding multi-thread and asynchronous workflow runners, which should enhance performance and memory utilization. The changes involve new configuration options for concurrent execution modes, a refactoring of the WorkflowRunner to support these modes, and updates to the ModelWrapper to ensure isolated state management during concurrent operations. Documentation has been updated to reflect the new configurations, and new test cases have been added to validate the concurrent execution logic.
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chenyushuo
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Jan 28, 2026
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Description
Trinity-RFT only supports process-level workflow runners, which consume a large amount of memory and are prone to out-of-memory (OOM) errors.
This PR add multi-thread / async mode to the current workflow runner, and supports running multiple runs of the same task concurrently.
Checklist
Please check the following items before code is ready to be reviewed.