Unverified50% confidenceFactExact time
The working loop of a coding agent is generally "observe the environment → reason → call tools → observe again," and a single task may produce dozens or hundreds of tool calls.
1
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50%
Confidence
Long-term
Relevance
11/5/2026
First Seen
Sources
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Related Claims
VerifiedWorkflow orchestration refers to organizing multiple steps (model inference, tool calling, conditional judgment, human review, data reading and writing) into repeatable execution flows, with common implementations including visual orchestration platforms and code frameworks (such as LangChain, Dify, Coze, etc.).75% similarUnverified编码智能体的单次任务可能涉及数十次甚至上百次的 LLM 调用和系统操作75% similarUnverifiedWork模式采用智能体式任务执行架构，基于ReAct等框架循环思考调用工具，多步任务token消耗可达普通对话的20-50倍73% similarVerifiedAn autonomous coding agent will automatically go through multiple cycles of analyzing requirements, generating code, running tests, fixing errors, and re-validating within a single task.73% similarUnverifiedCoding agents typically rely on the tool use mechanism, through which the model interacts with the development environment by calling tools such as file read/write and terminal execution.73% similar
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