Unverified60% confidenceOpinionExact time
The underlying model of CI/CD is essentially a finite state machine, where the system is in one of a finite number of states at any given moment and transitions between states via clearly defined transition conditions.
2
Sources
60%
Confidence
Long-term
Relevance
3/26/2026
First Seen
Sources
Orchestrating AI Agents as State Machines: Stop Being a Human Confirmation Button
bilibili小唐的技术日志3/26/2026
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Related Claims
UnverifiedCI/CD in ML scenarios requires managing changes across three dimensions simultaneously—code, data, and models—making the triggering conditions more complex than traditional software CI/CD.62% similarUnverifiedA finite state machine (FSM) is a fundamental mathematical model in computer science for describing system behavior, consisting of a finite set of states, an initial state, a set of input events, and transition rules between states, and the system can only be in one definite state at any given moment.62% similarUnverified元胞自动机是一种离散的计算模型，由规则网格构成，每个元胞处于有限状态之一，系统按照固定的局部规则同步更新每个元胞的状态60% similarUnverifiedA state machine is a computational model that models system behavior as states plus transition rules.60% similarUnverifiedUsing the --model parameter to pin a model version in scripts or CI/CD workflows provides reproducibility and is a prerequisite for benchmarking or side-by-side comparisons.58% similar
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