Unverified50% confidenceFactExact time
finish reason is the SDK's classification of how a model response ended, with typical values including stop, length, and tool-calls.
1
Sources
50%
Confidence
Long-term
Relevance
10/22/2026
First Seen
Sources
Related Entities
Related Claims
UnverifiedChecking response integrity should verify both that finish_reason is stop and that the key data structure matches expectations (e.g., items is a non-empty list).70% similarUnverifiedCommon engineering means of terminating an agent include maximum step/maximum round limits, timeout budgets, consecutive-failure counters, and failure-signal detection based on rules or model judgment.70% similarUnverified端到端项目涵盖数据采集、特征工程、模型训练、评估、部署和上线监控的完整链路，与MLOps理念高度一致66% similarUnverifiedClaude determines the loop termination condition by checking whether stop_reason equals tool_use, while OpenAI checks whether the output contains a function call.64% similarUnverifiedTo judge whether a Workflow is truly end-to-end, you can look at whether it covers the complete closed loop of 'event occurrence → data processing → result delivery' and whether human intervention is still required in between.63% similar
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