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tool · inferred from evidence

asyncio semaphore

A concurrency control mechanism in asyncio.

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  • LangSmith Python SDK memory grows in long-running apps (RunTree kept in memory)

    Long-running Python app using LangGraph/LangChain (asyncio.gather with create_task, one graph per task). Memory grows steadily over time, but only when LangSmith tracing is enabled. tracemalloc and objgraph show RunTree objects accumulating

    supporting2026-09-23 15:55 UTC

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