Unverified50% confidenceSolutionExact time
The core idea of deterministic orchestration is to use a script to hold the control loop (maintaining the task list, dispatching delegations, collecting results, deciding the next step), with the model invoked only for planning and evaluation and never needing to remember what it dispatched.
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50%
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Long-term
Relevance
10/18/2026
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Unverified控制流优先架构的核心思想是把大模型当作函数调用，用代码定义状态机、循环和错误处理，Prompt只负责单一明确的任务76% similarUnverifiedFor deterministic processes whose step order is always the same, the workflow should be hard-coded directly in code rather than letting the model make choices.75% similarUnverifiedIn production, inference and execution authority should be separated: the model only proposes action requests, and deterministic application logic validates inputs, checks permissions and records results.75% similarUnverifiedTurning 'context retention' from a model capability problem into an engineering problem, feeding the right information at the right time through an orchestration layer, is more controllable and easier to debug in long-horizon tasks.74% similarUnverifiedThe plan-then-execute pattern uses one reasoning step to produce a plan and then a separate execution step to follow it, which reduces model drift or self-contradiction on execution details.74% similar
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