What breaks in document AI

Timeouts, hangs and outages

11 of 11 quotes

• “We hit it in a flow whose parallel listeners each run an agent; the failure is timing dependent, so it shows only occasionally.”

• “We are occasionally seeing Redis connection timeouts from our LangGraph API / Agent Server Queue”

• “the orchestration overhead became noticeable as workflows grew.”

• “Found 4 related error handling bugs while using CrewAI in production workflows.”

• “individual tool failures should not abort entire agent run”

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• “BaseGroupChatManager hangs indefinitely if an active speaker fails to respond”

• “We adjusted our application to tolerate the current behavior: async backend processing, longer polling, explicit user messaging, and Lambda timeout budgeting.”

• “Re-raising here the issue now with production deployment after a 3d w/o any issues.”

• “Production deployment health check times out after 600 seconds, but Development deployment succeeds with identical code and config.”

• “in the majority seems it stop to complete all to dos it write itself!”

• “All of my agents are timing out at right around 1 hour and I need to go into the Studio and "continue" them.”

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